cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25494/p64p47
title: North Central Coast: Aerial surveys and classification of Fort Ross Intertidal Habitats, 2010

description: This intertidal habitat classification dataset was developed for the Sea Grant MPA Baseline Program as part of the project “High Resolution Nearshore Substrate Mapping and Persistence with Multispectral Aerial Imagery” (#R/MPA17 09-015). The study region is the California North Central Coast (NCC).This particular file shows coverage of the USGS Fort Ross orthoquad region. Ocean Imaging acquired the imagery used for this analysis using the Digital Multispectral Camera (DMSC).Fugro EarthData acquired the imagery used for this project between 09/22/2010 – 09/23/2010 and delivered fully georeferenced and orthorectified, 12-bit imagery with a spatial resolution of 0.30 meters to OI in 2011. Details on these systems and the data processing are below in the Lineage section of this document. Individual DMSC and ADS40 image tiles were mosaicked into sections based on the USGS orthoquads for the California North Central Coast in order to generate the multispectral imagery required to produce the habitat classification thematic maps of the California North Central Coast’s intertidal region and kelp beds from Pigeon Point up to Point Arena, including select bays and river mouths designated as MPAs. Additional information on the classification procedures used are outlined in the Methods and Sampling section of this document.This dataset was originally uploaded to Oceanspaces (http://oceanspaces.org/) in 2013 as part of the North Central Coast baseline monitoring program. In 2022 this dataset was uploaded to the California Ocean Protection Council Data Repository by Mike Esgro (Michael.Esgro@resources.ca.gov) and Rani Gaddam (gaddam@ucsc.edu). The imagery and habitat classification products have been included in the dataset as ERDAS Imagine (.img), GeoTif (.tif) and ESRI shapefile formats. Every attempt has been made to include all of the original data and metadata, submitted in 2013, but please contact the Data Set Contacts with any questions.The long-term California MPA boundary and project info tables referenced in this dataset can be found as a separate dataset here: https://opc.dataone.org/view/doi:10.25494/P64S3W.
DOI: 10.25494/p60w3p
title: North Central Coast: Aerial surveys and classification of Gualala Intertidal Habitats, 2010

description: This intertidal habitat classification dataset was developed for the Sea Grant MPA Baseline Program as part of the project “High Resolution Nearshore Substrate Mapping and Persistence with Multispectral Aerial Imagery” (#R/MPA17 09-015). The study region is the California North Central Coast (NCC).This particular file shows coverage of the USGS Gualala orthoquad region. Ocean Imaging acquired the imagery used for this analysis using the Digital Multispectral Camera (DMSC).Fugro EarthData acquired the imagery used for this project between 09/22/2010 – 09/23/2010 and delivered fully georeferenced and orthorectified, 12-bit imagery with a spatial resolution of 0.30 meters to OI in 2011. Details on these systems and the data processing are below in the Lineage section of this document. Individual DMSC and ADS40 image tiles were mosaicked into sections based on the USGS orthoquads for the California North Central Coast in order to generate the multispectral imagery required to produce the habitat classification thematic maps of the California North Central Coast’s intertidal region and kelp beds from Pigeon Point up to Point Arena, including select bays and river mouths designated as MPAs. Additional information on the classification procedures used are outlined in the Methods and Sampling section of this document.This dataset was originally uploaded to Oceanspaces (http://oceanspaces.org/) in 2013 as part of the North Central Coast baseline monitoring program. In 2022 this dataset was uploaded to the California Ocean Protection Council Data Repository by Mike Esgro (Michael.Esgro@resources.ca.gov) and Rani Gaddam (gaddam@ucsc.edu). The imagery and habitat classification products have been included in the dataset as ERDAS Imagine (.img), GeoTif (.tif) and ESRI shapefile formats. Every attempt has been made to include all of the original data and metadata, submitted in 2013, but please contact the Data Set Contacts with any questions.The long-term California MPA boundary and project info tables referenced in this dataset can be found as a separate dataset here: https://opc.dataone.org/view/doi:10.25494/P64S3W.
DOI: 10.25494/p6w59s
title: North Central Coast: Aerial surveys and classification of Inverness Intertidal Habitats, 2010

description: This intertidal habitat classification dataset was developed for the Sea Grant MPA Baseline Program as part of the project “High Resolution Nearshore Substrate Mapping and Persistence with Multispectral Aerial Imagery” (#R/MPA17 09-015). The study region is the California North Central Coast (NCC).This particular file shows coverage of the USGS Inverness orthoquad region. Ocean Imaging acquired the imagery used for this analysis using the Digital Multispectral Camera (DMSC).Fugro EarthData acquired the imagery used for this project between 09/22/2010 – 09/23/2010 and delivered fully georeferenced and orthorectified, 12-bit imagery with a spatial resolution of 0.30 meters to OI in 2011. Details on these systems and the data processing are below in the Lineage section of this document. Individual DMSC and ADS40 image tiles were mosaicked into sections based on the USGS orthoquads for the California North Central Coast in order to generate the multispectral imagery required to produce the habitat classification thematic maps of the California North Central Coast’s intertidal region and kelp beds from Pigeon Point up to Point Arena, including select bays and river mouths designated as MPAs. Additional information on the classification procedures used are outlined in the Methods and Sampling section of this document.This dataset was originally uploaded to Oceanspaces (http://oceanspaces.org/) in 2013 as part of the North Central Coast baseline monitoring program. In 2022 this dataset was uploaded to the California Ocean Protection Council Data Repository by Mike Esgro (Michael.Esgro@resources.ca.gov) and Rani Gaddam (gaddam@ucsc.edu). The imagery and habitat classification products have been included in the dataset as ERDAS Imagine (.img), GeoTif (.tif) and ESRI shapefile formats. Every attempt has been made to include all of the original data and metadata, submitted in 2013, but please contact the Data Set Contacts with any questions.The long-term California MPA boundary and project info tables referenced in this dataset can be found as a separate dataset here: https://opc.dataone.org/view/doi:10.25494/P64S3W.
DOI: 10.6084/m9.figshare.19252004.v1
title: Guinn2022 Supplementary Data

description: The datasets include the statistical analysis (Data 1), raw data, the analysis and representation tools (MATLAB codes), and microscopy (Data 2) underlying the main figures of the manuscript. For Data 2, follow the instructions in the MATLAB code comments to reproduce the figures in the manuscript.
DOI: 10.6084/m9.figshare.19252004
title: Guinn2022 Supplementary Data

description: The datasets include the statistical analysis (Data 1), raw data, the analysis and representation tools (MATLAB codes), and microscopy (Data 2) underlying the main figures of the manuscript. For Data 2, follow the instructions in the MATLAB code comments to reproduce the figures in the manuscript.
DOI: 10.25422/azu.data.19216809
title: Carbon Isotope Data from 1998-1999 FACE Sorghum Experiment

description: These three files contain data on carbon and carbon isotopes in air, plants and soils from the 1998-1999 Free-Air CO2 Enrichment (FACE) experiments conducted at the Maricopa Agricultural Center, Arizona. The study traced the movement of carbon from carbon dioxide in the atmosphere into plants, and then into soils. These are the data used in a paper published in <i>LAND</i> (2022), titled "Soil organic carbon isotope tracing in sorghum under ambient CO2 and Free-Air CO2 Enrichment (FACE)".<br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i><br><br><br>
DOI: 10.6084/m9.figshare.19251758.v1
title: Swartz and Behm_2022_Bird functional traits and ecosystem services

description: Datasets and code necessary to reproduce analyses described in Swartz and Behm (2022).
DOI: 10.17903/fk2/xhkbss
title: Collective Action of Indignant Citizens in Greece: First wave

description: This dataset provides individual data on political attitudes, including electoral turnout and voting preferences. The dataset also includes data on attitudes on a wide range of issues, evaluations of the economy and a range of survey experiments. Last, but not least it also includes data on media usage. Data Collection is sponsored by the Operational Program “Education and Life-long Learning” (Action “Aristeia II”), co-funded by the European Union (European Social Fund) and by national funds.
DOI: 10.17903/fk2/mrdj8k
title: Collective Action of Indignant Citizens in Greece: Second wave

description: This dataset provides individual data on political attitudes, including electoral turnout and voting preferences. The dataset also includes data on attitudes on a wide range of issues, evaluations of the economy and a range of survey experiments. Last, but not least it also includes data on media usage. Data Collection is sponsored by the Operational Program “Education and Life-long Learning” (Action “Aristeia II”), co-funded by the European Union (European Social Fund) and by national funds.
DOI: 10.5281/zenodo.6308776
title: Test data for fake_surface

description: Test data for a fake atmospheric model consisting of an atmosphere module and a land-surface module. The atmosphere module reads the test data and feeds it to the land-surface module. The land surface module calculates fluxes of radiation, sensible and latent heat into the atmosphere. The data was generated using the MERRA-2 reanalysis dataset: https://gmao.gsfc.nasa.gov/reanalysis/MERRA-2/
DOI: 10.5281/zenodo.6308775
title: Test data for fake_surface

description: Test data for a fake atmospheric model consisting of an atmosphere module and a land-surface module. The atmosphere module reads the test data and feeds it to the land-surface module. The land surface module calculates fluxes of radiation, sensible and latent heat into the atmosphere. The data was generated using the MERRA-2 reanalysis dataset: https://gmao.gsfc.nasa.gov/reanalysis/MERRA-2/
DOI: 10.5281/zenodo.6307425
title: Absolute abundances of probiotic bacterial species in synthesised vs commercial yogurts local to Qatar.

description: Absolute abundances of probiotic bacterial species in yogurts local to Qatar and lab synthesised yogurts. (16sRNA sequencing)
DOI: 10.5281/zenodo.6307424
title: Absolute abundances of probiotic bacterial species in synthesised vs commercial yogurts local to Qatar.

description: Absolute abundances of probiotic bacterial species in yogurts local to Qatar and lab synthesised yogurts. (16sRNA sequencing)
DOI: 10.5281/zenodo.6304514
title: SAM-MSCA-Open Data

description: Dataset containing the results of self-consistent field simulations (SCF) and scattering data for the Marie Sklodowska Curie Action 891084-SAM
DOI: 10.5281/zenodo.6303519
title: Glyco Atlas Supplemental Tables (Leo Alexander Dworkin) PhD Thesis

description: The complex multi-step process of glycosylation occurs in a single cell, yet current analytics generally cannot measure the output (the glycome) of a single cell. Here, we addressed this discordance by testing usage of single cell transcriptomics to break this barrier. We investigated how single cell RNA-seq data can be used to characterise the state of the glycosylation machinery and metabolic network in single cell. The metabolic network involves 214 glycosylation and modification enzymes with their contributions to the glycome outlined in our previously built atlas of cellular glycosylation pathways. We studied differential mRNA regulation of enzymes at the organ and single cell level, finding that most of the general protein and lipid oligosaccharide scaffolds are produced by enzymes exhibiting limited transcriptional regulation among cells. We predict key enzymes within different glycosylation pathways to be highly transcriptionally regulated as regulatable hotspots of the cellular glycome. We designed the Glycopacity software that enables investigators to extract and interpret glycosylation information from transcriptome data and define hotspots of regulation.
DOI: 10.5281/zenodo.6303518
title: Glyco Atlas Supplemental Tables (Leo Alexander Dworkin) PhD Thesis

description: The complex multi-step process of glycosylation occurs in a single cell, yet current analytics generally cannot measure the output (the glycome) of a single cell. Here, we addressed this discordance by testing usage of single cell transcriptomics to break this barrier. We investigated how single cell RNA-seq data can be used to characterise the state of the glycosylation machinery and metabolic network in single cell. The metabolic network involves 214 glycosylation and modification enzymes with their contributions to the glycome outlined in our previously built atlas of cellular glycosylation pathways. We studied differential mRNA regulation of enzymes at the organ and single cell level, finding that most of the general protein and lipid oligosaccharide scaffolds are produced by enzymes exhibiting limited transcriptional regulation among cells. We predict key enzymes within different glycosylation pathways to be highly transcriptionally regulated as regulatable hotspots of the cellular glycome. We designed the Glycopacity software that enables investigators to extract and interpret glycosylation information from transcriptome data and define hotspots of regulation.
DOI: 10.5281/zenodo.6302038
title: Corticosteroid therapy in patients with COVID-19 has little effect on the production of specific antibodies

description: This excel data includes our research, ”Corticosteroid therapy in patients with COVID-19 has little effect on the production of specific antibodies."
DOI: 10.5281/zenodo.6302037
title: Corticosteroid therapy in patients with COVID-19 has little effect on the production of specific antibodies

description: This excel data includes our research, ”Corticosteroid therapy in patients with COVID-19 has little effect on the production of specific antibodies."
DOI: 10.5281/zenodo.6302018
title: Ambient air sensor data for 2022-01-17

description: Raw data from ambient air sensors BME680 for 2022-01-17 at CIE: Centro de Intercambios Escolares (28049 Madrid, Spain) CFA Taller de Naturaleza "Villaviciosa de Odón" (28300 Villaviciosa de Odón, Spain) IES "Luis Cobiella Cuevas" (38700 Santa Cruz de La Palma, Spain) Data begin at 08:00 because station at La Palma is connected daily at that time UNITS: Madrid time (CET - GMT +1) Air temperature T / ºC Relative Humidity RH / % Barometric pressure P / hPa
DOI: 10.5281/zenodo.6302017
title: Ambient air sensor data for 2022-01-17

description: Raw data from ambient air sensors BME680 for 2022-01-17 at CIE: Centro de Intercambios Escolares (28049 Madrid, Spain) CFA Taller de Naturaleza "Villaviciosa de Odón" (28300 Villaviciosa de Odón, Spain) IES "Luis Cobiella Cuevas" (38700 Santa Cruz de La Palma, Spain) Data begin at 08:00 because station at La Palma is connected daily at that time UNITS: Madrid time (CET - GMT +1) Air temperature T / ºC Relative Humidity RH / % Barometric pressure P / hPa
DOI: 10.17903/fk2/1rhgnr
title: Political Social Radicalism in Greece: Second Round

description: This dataset provides individual data on conventional and unconventional political participation, including electoral turnout and voting preferences. The dataset also includes data on attitudes on a wide range of issues, evaluations of the economy, as well as attitudes towards social groups. Last, but not least, it includes data on emotions and personal values, as well as all measures of internal and external efficacy. Data have been collected by telephone interviews conducted in February 2015 just after the 25 January 2015 Parliamentary Elections.
DOI: 10.5066/p9mapt9t
title: Neosho Madtom (Noturus placidus) short read archive and whole genome sequence data

description: Whole genome sequence data from ten Neosho madtom originating from three geographically separated populations. A Neosho madtom genome was de novo assembled and genome size and content were assessed. Genomic DNA was used to construct one small insert paired-end library per fish with an approximate insert size of 300 bp. The library was constructed following the manufacturer's protocol with reagents supplied in Illumina's TruSeq DNA PCR-Free sample preparation kit (FC-121-3001).
DOI: 10.17903/fk2/h6hdi2
title: Political Social Radicalism in Greece: First Round

description: This dataset provides individual data on conventional and unconventional political participation, including electoral turnout and voting preferences. The dataset also includes data on attitudes on a wide range of issues, evaluations of the economy, as well as attitudes towards social groups. Last, but not least, it includes data on emotions and personal values, as well as all measures of internal and external efficacy. Data have been collected by telephone interviews conducted in January 2015 prior to the 25 January 2015 Parliamentary Elections.
DOI: 10.25919/fsck-5126
title: Parkes observations for project P595 semester 2021OCTS_13

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the space missions, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.17903/fk2/rid6ut
title: Political Social Radicalism in Greece: Third Round

description: This dataset provides individual data on conventional and unconventional political participation, including electoral turnout and voting preferences. The dataset also includes data on attitudes on a wide range of issues, evaluations of the economy, as well as attitudes towards social groups. Last, but not least, it includes data on emotions and personal values, as well as all measures of internal and external efficacy. Data have been collected by telephone interviews conducted in November 2015, that is a few weeks after the 20 September 2015 Parliamentary Elections.
DOI: 10.5281/zenodo.6314298
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Sarah Tassell, https://orcid.org/0000-0002-8083-3111. Claims were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.6313665
title: Processed model output and observational products used in `Observed winds crucial for September Arctic sea ice loss'

description: Processed model output from wind-nudging experiments used to investigate Arctic sea ice loss. Also includes processed observational data shown in the manuscript. For further details, see Roach, L. A and Blanchard-Wrigglesworth E. (2022). Observed winds crucial for September Arctic sea ice loss. Accepted at Geophysical Research Letters
DOI: 10.5281/zenodo.6313664
title: Processed model output and observational products used in `Observed winds crucial for September Arctic sea ice loss'

description: Processed model output from wind-nudging experiments used to investigate Arctic sea ice loss. Also includes processed observational data shown in the manuscript. For further details, see Roach, L. A and Blanchard-Wrigglesworth E. (2022). Observed winds crucial for September Arctic sea ice loss. Accepted at Geophysical Research Letters
DOI: 10.18112/openneuro.ds003887.v1.2.0
title: Capacity for movement is an organisational principle in object representations: EEG data from Experiment 3
DOI: 10.26180/19252082
title: Foraging for the Self: Environment Selection for Agency Inference -- Pilot Timing Data

description: The pilottiming.mat file contains timing data for the 22 pilots conducted for the Beach task in November 2020.<br><br>The file is a 3D matlab variable, with the structure (participant, trial, frame index) and excludes practice trials. Values indicate seconds elapsed from start of trial.
DOI: 10.26180/19252082.v1
title: Foraging for the Self: Environment Selection for Agency Inference -- Pilot Timing Data

description: The pilottiming.mat file contains timing data for the 22 pilots conducted for the Beach task in November 2020.<br><br>The file is a 3D matlab variable, with the structure (participant, trial, frame index) and excludes practice trials. Values indicate seconds elapsed from start of trial.
DOI: 10.6084/m9.figshare.19243293
title: Data for "The Metal Abundances across Cosmic Time (MACT) Survey. III - The relationship between stellar mass and star formation rate in extremely low-mass galaxies"

description: This dataset includes galaxy information and photometric data for 953 Hα emitting galaxies analyzed in the paper titled "The Metal Abundances across Cosmic Time (MACT) Survey. III - The relationship between stellar mass and star formation rate in extremely low-mass galaxies" by Shin et al. (2021), <i>Monthly Notices of the Royal Astronomical Society</i>, 501, 2.<br>Two machine-readable tables are provided:<br>1. The primary catalog containing ID name, redshift, and derived galaxy properties (stellar mass, SFRs, dust attenuation, etc).2. The far-ultraviolet to near-infrared photometry and uncertainties for each Hα emitting galaxy.<br>Please consult the README file for complete metadata description.
DOI: 10.6084/m9.figshare.19243293.v1
title: Data for "The Metal Abundances across Cosmic Time (MACT) Survey. III - The relationship between stellar mass and star formation rate in extremely low-mass galaxies"

description: This dataset includes galaxy information and photometric data for 953 Hα emitting galaxies analyzed in the paper titled "The Metal Abundances across Cosmic Time (MACT) Survey. III - The relationship between stellar mass and star formation rate in extremely low-mass galaxies" by Shin et al. (2021), <i>Monthly Notices of the Royal Astronomical Society</i>, 501, 2.<br>Two machine-readable tables are provided:<br>1. The primary catalog containing ID name, redshift, and derived galaxy properties (stellar mass, SFRs, dust attenuation, etc).2. The far-ultraviolet to near-infrared photometry and uncertainties for each Hα emitting galaxy.<br>Please consult the README file for complete metadata description.