cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8347981
title: Halo CME modeling with ENLIL, EUHFORIA, DBM and EAM models

description: The modeling results of arrival time and impact speed for 12 halo CMEs obtained with ENLIL, EUHFORIA, DBM and EAM models, and described in the "<em>Refined modeling of geoeffective fast halo CMEs during solar cycle 24</em>" submitted to Space Weather journal. See README for the HaloCMEsData.zip file content.
DOI: 10.6084/m9.figshare.20342091
title: Oceanographic data collected in September 2018 in Akkeshi Bay

description: This is a set of CSV files for CTD and Mooring observations, ASCII files for ADCP data, along with a readme file, that was collected in September 2018 in Akkeshi Bay.
DOI: 10.6084/m9.figshare.24588306
title: Underlying data for ‘Identification of pathogenic-specific open reading frames in staphylococci species’

description: This research delves into the intricate genomic landscape of the Staphylococcus genus, renowned for its role in diverse infections, by systematically characterizing open reading frames (ORFs) from selected staphylococcal genomes. Employing a multifaceted analytical approach, the study identifies and categorizes distinct ORFs in both pathogenic and non-pathogenic species, unveiling 23 highly conserved ORFs in pathogenic species, some transcending the Staphylococcus genus. Notably, these conserved ORFs, potentially associated with RNA catabolism and posited as regulatory small open reading frames (smORFs), include a singular smORF within the 50S ribosomal protein L1 locus, prevalent in 200 genomes, including 102 pathogenic strains. This research sheds light on the genetic elements underpinning the pathogenicity of Staphylococcus species, contributing to a nuanced understanding of the virulence determinants and opening avenues for further exploration of these novel smORFs in the context of bacterial pathogenicity.
DOI: 10.7935/k5mw2f23
title: Data release for event GW150914
DOI: 10.17034/e569886d-e37f-4553-a6de-e21bd7dc3286
title: Embodied experiences of gender, feminism, and solidarity in Northern Ireland

description: The data was collected during somatic movement workshops (developed with Maiden Voyage Dance NI) for the MSCA project GenFem. The workshops explored embodied experiences of gender, feminism, and solidarity in Northern Ireland. The workshop held in August 2021 focused on individual embodied histories of gender and generation, and the workshop held in August 2022 focused on intergenerational feminist solidarity. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant Agreement No 889279.
DOI: 10.17190/amf/1871145
title: AmeriFlux FLUXNET-1F US-SRC Santa Rita Creosote

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-SRC Santa Rita Creosote. This is the FLUXNET version of the carbon flux data for the site US-SRC Santa Rita Creosote produced by applying the standard ONEFlux (1F) software. Site Description - Part of the Santa Rita Experimental Range since 1901; Site vegetation has been dominated by Creosote bush since at least 1934
DOI: 10.17190/amf/1881592
title: AmeriFlux FLUXNET-1F US-Rws Reynolds Creek Wyoming big sagebrush

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Rws Reynolds Creek Wyoming big sagebrush. This is the FLUXNET version of the carbon flux data for the site US-Rws Reynolds Creek Wyoming big sagebrush produced by applying the standard ONEFlux (1F) software. Site Description - The site is located on the USDA-ARS's Reynolds Creek Experimental Watershed. It is dominated by Wyoming big sagebrush on land managed by USDI Bureau of Land Management.
DOI: 10.17190/amf/1881594
title: AmeriFlux FLUXNET-1F US-Tw3 Twitchell Alfalfa

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-Tw3 Twitchell Alfalfa. This is the FLUXNET version of the carbon flux data for the site US-Tw3 Twitchell Alfalfa produced by applying the standard ONEFlux (1F) software. Site Description - The Twitchell Alfalfa site is an alfalfa field owned by the state of California and leased to third parties for farming. The tower was installed on May 24, 2013. This site and the surrounding region are part of the San Joaquin - Sacramento River Delta drained beginning in the 1850's and subsequently used for agriculture. The field has been alfalfa for X years…., Crop rotation occurs every 5-6 years. The site is harvested by mowing and bailing several times per year. The field is fallow typically between November and February. The site is irrigated by periodically-flooded ditches surrounding the field. The site is irrigated by raising, and subsequently lowering the water table??
DOI: 10.18140/flx/1440068
title: FLUXNET2015 US-Blo Blodgett Forest

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Blo Blodgett Forest.
DOI: 10.18140/flx/1440079
title: FLUXNET2015 US-Me2 Metolius mature ponderosa pine

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Me2 Metolius mature ponderosa pine.
DOI: 10.18140/flx/1440082
title: FLUXNET2015 US-Me5 Metolius-first young aged pine

description: This is the FLUXNET2015 version of the carbon flux data for the site US-Me5 Metolius-first young aged pine.
DOI: 10.18140/flx/1440083
title: FLUXNET2015 US-MMS Morgan Monroe State Forest

description: This is the FLUXNET2015 version of the carbon flux data for the site US-MMS Morgan Monroe State Forest.
DOI: 10.18140/flx/1440098
title: FLUXNET2015 US-SRC Santa Rita Creosote

description: This is the FLUXNET2015 version of the carbon flux data for the site US-SRC Santa Rita Creosote.
DOI: 10.18140/flx/1440163
title: FLUXNET2015 FR-LBr Le Bray

description: This is the FLUXNET2015 version of the carbon flux data for the site FR-LBr Le Bray.
DOI: 10.18140/flx/1440169
title: FLUXNET2015 IT-Lav Lavarone

description: This is the FLUXNET2015 version of the carbon flux data for the site IT-Lav Lavarone.
DOI: 10.18140/flx/1440176
title: FLUXNET2015 IT-SRo San Rossore

description: This is the FLUXNET2015 version of the carbon flux data for the site IT-SRo San Rossore.
DOI: 10.18140/flx/1440191
title: FLUXNET2015 AR-SLu San Luis

description: This is the FLUXNET2015 version of the carbon flux data for the site AR-SLu San Luis.
DOI: 10.18140/flx/1440194
title: FLUXNET2015 AU-ASM Alice Springs

description: This is the FLUXNET2015 version of the carbon flux data for the site AU-ASM Alice Springs.
DOI: 10.18140/flx/1669680
title: FLUXNET-CH4 US-LA1 Pointe-aux-Chenes Brackish Marsh

description: This is the FLUXNET-CH4 version of the carbon flux data for the site US-LA1 Pointe-aux-Chenes Brackish Marsh.
DOI: 10.21227/f1fx-sq21
title: SPRITZ-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents

description: GAN-generated faces look challenging to distinguish from genuine human faces. As a result, because synthetic images are presently being used as profile photos for fake identities on social media, they may have serious social consequences. Iris pattern anomalies might expose GAN-generated facial photos. When photographs are printed and scanned, it becomes more difficult to distinguish between genuine and counterfeit since fraudulent images lose some of their qualities. We created a new collection of iris images from printed and scanned documents by segmenting pupils from face images to address these concerns. We employed Dlib, which provides 68 facial landmarks, and EyeCool to extract both left and right irises from a full face image to segment the iris portion. Nevertheless, due to eyelid occlusion, the extracted iris images are not entirely shaped. We have to fill missing pixels of extracted iris since there are no incomplete iris in the actual world and the incomplete image is not an adequate input to train deep neural networks. We employ the Hypergraph convolution-based image inpainting approach to do this. The detailed relationship between the iris images was determined using hypergraph convolution.
DOI: 10.35097/1764
title: Atomic coordinates of DFT-optimized Pt structures with O, N, and NHx species in surface or interstitial locations

description: An archive with xyz-coordinates of atoms in 4-layer Pt(100) slabs and species present in their surface or interstitial locations under conditions of ammonia oxidation over Pt-based catalysts. The species enclosed are O, N, and NHx. The atomic coordinates of these structures were optimized by DFT and are available in txt format.
DOI: 10.3886/icpsr08872.v2
title: Contentious Gatherings in Britain, 1758-1834
title: Version 2

description: This study records discontinuous, concerted, contentious forms of collective action occurring in the London region from 1758 to 1820 and in Britain as a whole from 1828 to 1834. These contentious gatherings are defined as occasions on which at least ten or more persons assembled in a publicly-accessible place and either by word or deed made claims that would, if realized, affect the interests of some person or group outside their own number. In the world of eighteenth and nineteenth century Britain such gatherings would include almost every event that an observer or historian would label disturbance, disorder, riot, or protest in addition to the numerous meetings, rallies, marches, processions, celebrations, and other sanctioned assemblies during which people made claims. One of the aims of the principal investigators was to study the structure of debate and political action among citizens in a major Western state during a period of transition to the more formal methods of modern popular collective action such as voting, petitioning, and participation in special-interest associations.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Created variable labels and/or value labels..
description: Datasets: 
 
 DS1: Event
description: This study represents one of 11 datasets which together constitute the BRIT database. This database was produced by research groups at the Center for Research on Social Organization at the University of Michigan and at the Center for Studies of Social Change (CSSC) at the New School for Social Research and combines two overlapping studies: the Great Britain Study and the Geography of Contention in London Study. Documentation provided with this dataset refers to all parts of the BRIT database. However, only the first dataset (EVENT), which contains coded descriptions of the contentious gathering as a whole, is available at present and is described in detail. Users who desire further information on the BRIT database should consult CSSC Working Paper #32, "Catalogs of Contention in Britain, 1758-1834" by Nancy Horn and Charles Tilly. The present documentation is excerpted from that working paper.
description: Population of Britain, 1758-1834.
DOI: 10.5281/zenodo.10044212
title: Microfossil ice core dataset from ACT11d ice core in Southern Greenland

description: Microfossil dataset associated with the manuscript "Pollen in polar ice implies eastern Canadian forest dynamics diverged from climate after European settlement" by Brugger et al.
DOI: 10.5281/zenodo.10119097
title: Earthquake source characterization with DAS - catalogs

description: Catalog of events used for the analysis coduced in the paper:
"Sensing optical fibers for earthquake source characterization using raw DAS records" 
by Strumia et al., 2023.
DOI: 10.5281/zenodo.10421020
title: Rock Glacier Inventory and Climate Data from Jhelum Basin, Kashmir Himalaya, India

description: The data set contains satellite, climate and in situ observations of rock glaciers Jhelum Basin, Kashmir Himalaya, India used in Remya et al. (2023). A framework to identify rock glaciers and model mountain permafrost in the Jhelum Basin, Kashmir Himalaya, India. Earth and Space Science, 10, e2023EA003170. https://doi.org/10.1029/2023EA003170
DOI: 10.5281/zenodo.10449670
title: US CMS model runs for https://doi.org/10.5194/egusphere-2024-4

description: Model runs analyzed in Mülmenstädt et al., General Circulation Models Simulate Negative Liquid Water Path–Droplet Number Correlations, but Anthropogenic Aerosols Still Increase Simulated Liquid Water Path, https://doi.org/10.5194/egusphere-2024-4
DOI: 10.5281/zenodo.7527815
title: Koszuta_etal_WeakenedOrographicInfluence_DATA_CODE

description: This repository contains datasets of post-processed data from a 30-year, high-resolution pseudo-global warming (PGW) experiment of the western United States. It includes some results from different PGW simulations. The necessary MATLAB scripts to reproduce the results of the paper that explores the weakening of orographic influence on cool-season precipitation over the western US under global warming are also included.
DOI: 10.5281/zenodo.7804945
title: EukBank 18S V4 dataset

description: This repository contains the files constituting the first release of the EukBank 18S V4 dataset gathering 12,672 metabarcoding samples globally distributed across biomes for which 335,662 ASVs have been identified. The dataset is composed of seven files; their structure and associated methods are detailed in the readme file README.pdf.
DOI: 10.5281/zenodo.8087873
title: Compounding uncertainties in economic and population growth increase tail risks for relevant outcomes across sectors

description: Understanding the long-term effects of population and GDP changes requires a multisectoral and regional understanding of the coupled human-Earth system, as the long-term evolution of this coupled system is influenced by human decisions and the Earth system. This study investigates the impact of compounding economic and population growth uncertainties on long-term multisectoral outcomes. We use the Global Change Analysis Model (GCAM) to explore the influence of compounding and feedback between future GDP and population growth on four key sectors: final energy consumption, water withdrawal, staple food prices, and CO2 emissions. The results show that uncertainties in GDP and population compound, resulting in a magnification of tail risks for outcomes across sectors and regions. Compounding uncertainties significantly impact metrics such as CO2 emissions and final energy consumption, particularly at the upper tail at both global and regional levels. However, the impact of staple food prices and water withdrawal depends on regional factors. Additionally, an alternative low-carbon transition scenario could compound uncertainties and increase tail risk, particularly in staple food prices, highlighting the influence of emergent constraints on land availability and food-energy competition for land use. The findings underscore the importance of considering and adequately accounting for compounding uncertainties in key drivers of multisectoral systems to enhance our comprehensive understanding of the complex nature of multisectoral systems. The paper provides valuable insights into the potential implications of compounding uncertainties.
DOI: 10.5281/zenodo.8337580
title: DAS Irpinia waveforms

description: DAS waveforms from Southern Apennines used in Strumia et al., 2023.
DOI: 10.5281/zenodo.8378825
title: Radar rainfall event characteristics

description: Datasets of radar-derived rainfall events and their characteristics between 01/01/2010 and 31/12/2020 for the Brisbane (Mt Stapylton), Sydney (Terrey Hills), and Melbourne (Laverton) radars. Rainfall events were identified only using data within a 100km radius of the radar, with gaps of one timestep interpolated over using the arithmetic mean of value on either side of the gap, and using an areal mean rain rate threshold of 0.1 mm/h. Created using Level 2 rain rate and Steiner classification data from the Australian Unified Radar Archive (AURA), which is available on NCI. Datasets are in csv format.
DOI: 10.6084/m9.figshare.22680283
title: Climate change drives migratory range shift via individual plasticity in shearwaters.

description: These data are summary data generated from light-level geolocation of Balearic shearwater migration. Each row represents a single migration, with multiple rows per individual where multiple migrations were recorded from a single individual. The data include metrics representing aspects of the animal's migratory behaviour, as well as its sex and island of origin.
DOI: 10.6084/m9.figshare.22718695.v2
title: Selected data analyzed in the JGR Atmospheres manuscript "Modification of microphysical parameterization schemes and their application in the simulation of an extremely heavy rainfall event in Zhengzhou"

description: These are simulation results of an extremely heavy rainfall event that occurred in Zhengzhou Henan province during 19-21 July 2021 by the WRF model. The dataset includes the simulated precipitation, radar reflectivity, wind field, mixing ratio of hydrometeors by the original and modified Morrison microphysical schemes, as well as the averaged results of rain mixing ratio, number concentration, mean mass diameter, and microphysical production rates related to rain mass and number concentration.
DOI: 10.6084/m9.figshare.23500653.v1
title: Supplementary materials of Graves' disease and systemic lupus erythematosus: a Mendelian randomization

description: <strong>Supplementary materials for JCEM about Graves' disease and systemic lupus erythematosus</strong>
DOI: 10.6084/m9.figshare.23898549.v5
title: Raw data for "New Insight into the Source and Sink of <sup>227</sup>Ac in the Ocean".

description: The activities of <sup>227</sup>Ac measured by onboard filtration method using discrete 60 L samples in the East Sea (sheet 1), the activities of <sup>227</sup>Ac measured from the Mn-fiber mooring method in the East Sea (sheet 2), and the activities of <sup>227</sup>Ac and <sup>228</sup>Ra in the East China Sea and Yellow Sea shelf water (sheet 3).
DOI: 10.6084/m9.figshare.704841
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.704844
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.18140/flx/1440069
title: FLUXNET2015 US-GLE GLEES

description: This is the FLUXNET2015 version of the carbon flux data for the site US-GLE GLEES.
DOI: 10.25919/f8s8-cy20
title: Exhaust identification data from IN2018_V01 (CAPRICORN2)

description: This data set contains an exhaust identification product for the voyage IN2018_V01 (CAPRICORN2). The data boolean time series represents whether atmospheric measurements are impacted by exhaust from diesel combustion or waste incineration from the RV Investigator itself. The product utilises black carbon (BC), carbon monoxide (CO), carbon dioxide (CO2) and aerosol number concentrations (CN) data together to identify exhaust via a rolling statistical filter. This exhaust identification algorithm was calculated post-voyage using the algorithm described in Humphries et al. Identification of platform exhaust on the RV Investigator, Atmospheric Measurement Techniques, doi:https://doi.org/10.5194/amt-12-3019-2019, 2019. Level 1 data are those produced automatically from the algorithm described below. Level 2 data are those refined with manual review of high time resolution data and manual exhaust filtering. h5 files can be accessed using the key "exhaust".
DOI: 10.5067/rzik2tv7pp38
title: MERRA-2 tavgM_2d_adg_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) V5.12.4
DOI: 10.5281/zenodo.10050502
title: Data and code associated with the manuscript: Three centuries of snowpack decline at an Alpine pass revealed by cosmogenic paleothermometry and luminescence photochronometry

description: This dataset contains the data as well as the Matlab codes needed to reproduce the results in the following manuscript:

Guralnik, B., Tremblay, M.M., Phillips, M., Sellwood, E.L., Gribenski, N., Presl, R., Haberkorn, A., Sohbati, R., Shuster, D.L., Valla, P., Jain, M., Schindler, K., Wallinga, J., and Hippe, K., Three centuries of snowpack decline at an Alpine pass revealed by cosmogenic paleothermometry and luminescence photochronometry. 

Briefly, this manuscript presents novel datasets of cosmogenic paleothermometery (quartz He-3) and luminescence photochronometery (feldspar IRSL), whose pairing constrains the temperature and insolation history of three bedrock outcrops at the Gotthard Pass in Switzerland over the last ~15,000 years. 

The data include (1) measured concentrations of cosmogenic Be-10, C-14, and He-3 in quartz, (2) stepwise degassing experiments on proton irradiated quartz grains that are used to determine sample-specific He-3 diffusion kinetics, (3) best-fit multiple diffusion domain (MDD) models to the proton-induced He-3 diffusion experiments, (5) Natural radioactivity and calculated feldspar infrared stimulated luminescence (ISRL) dose rates, (6) feldspar ISRL depth profiles, and (7) high-resolution microrelief surface scans and analysis.

The code includes scripts necessary to reproduce the figures and results associated with this manuscript. The code is organized by figure into subfolders, and any data needed to reproduce a figure should be included in that folder. All original codes are distributed under the GNU General Public License. Codes written by others and utilized here are redistributed under their original license according to the terms and conditions therein, and are provided in the folder 'external.'

Any questions about original Matlab codes published here should be directed to Benny Guralnik, benny.guralnik@gmail.com.
DOI: 10.6084/m9.figshare.24105585
title: Data for "A statistical study of quasi-electrostatic magnetosonic (QEMS) waves"

description: Statistical data collected from Van Allen Probes for "A statistical study of quasi-electrostatic magnetosonic (QEMS) waves"
DOI: 10.6084/m9.figshare.704995
title: Gaussian Job Archive for C10H14

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.5281/zenodo.10140798
title: Dataset associated with "Emulating subglacial hydrology in ice sheet models with deep learning methods" by Verjans and Robel.

description: See Readme file for descriptions.
DOI: 10.5067/fouxnlxfazny
title: GLDAS Catchment Land Surface Model L4 monthly 1.0 x 1.0 degree V2.1
DOI: 10.5281/zenodo.8087785
title: Subsurface redox interactions regulate ebullitive methane flux in heterogeneous Mississippi River deltaic wetland

description: This dataset is model outputs archive from a model study about 'Subsurface redox interactions regulate ebullitive methane flux in heterogeneous Mississippi River deltaic wetland' (manuscript is Under Review). Plotting scripts are also included in this data file. There are four model results. 'Ebull' model output are ebullition flux, 'Jswi' model output are diffusion flux across soil-water interface, and 'Methane' files are porewater concentration results in each soil layers, and 'LtranR' model outputs for redox species exchange rates across different soil layers. The model source codes can be found at https://zenodo.org/record/8084441 and https://zenodo.org/record/8087566.
DOI: 10.5281/zenodo.8168233
title: Results on temperature development for 1xco2, 2xco2, and 2xch4 for Arctic and Antarctica

description: Results on temperature development for 1xco2, 2xco2, and 2xch4 for Arctic and Antarctica calculated by our line-by-line code, as described: Justus Notholt. (2023). Line-by-line code ILBL from 26 Aug 2022 (2022.08). Zenodo. https://doi.org/10.5281/zenodo.8168114