cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13991952
title: Data and Code for the Implementation of the Drouet et al. (2024) PSHA Model for Metropolitan France into OpenQuake.

description: This repository contains data files and code for the construction of the OpenQuake implementation of a PSHA model for metropolitan France originally created by Drouet et al. (2020).

The translation of this code into OpenQuake format was undertaken by Graeme Weatherill as part of the SIGMA-2 Project,  the technical details of which can be found in Weatherill et al. (2022).

The outcomes of this work were part of an effort to define new techniques for comparing distributions of probabilistic seismic hazard from different models with application to the France/Germany border region. This was published by Weatherill et al. (2024).

The original Gitlab repository where the code is hosted can be found at https://git.gfz-potsdam.de/gweather/francepsha

References:

Drouet, S., Ameri, G., Le Dortz, K. et al. A probabilistic seismic hazard map for the metropolitan France. Bull Earthquake Eng 18, 1865–1898 (2020). https://doi.org/10.1007/s10518-020-00790-7

Weatherill, G., Cotton, F., Daniel, G., and Zentner, I. (2022) Implementation of the Drouet et al. (2020) PSHA for France into OpenQuake: Comparisons and Modelling Issues. Research & Development Program on Seismic Ground Motion (SIGMA 2) Deliverable SIGMA2-2021-D5-085. https://www.sigma-2.net/medias/files/5.3.6-sigma2-2021-d5-085-weatherill-etal-france-oq-implementation-approved-public--1.pdf

Weatherill, G., Cotton, F., Daniel, G., Zentner, I., Iturrieta, P., and Bosse, C.: Strategies for Comparison of Modern Probabilistic Seismic Hazard Models and Insights from the Germany and France Border Region, Nat. Hazards Earth Syst. Sci. Discuss. [preprint], https://doi.org/10.5194/nhess-2023-98, in review, 2023.
DOI: 10.5281/zenodo.33202
title: Dataset From 'Size Distribution Of Sperm Whales Acoustically Identified During Long Term Deep-Sea Monitoring In The Ionian Sea'

description: This dataset is from the study:

Caruso Francesco, Virginia Sciacca, Giorgio Bellia, Emilio De Domenico, Giuseppina Larosa, Elena Papale, Carmelo Pellegrino, Sara Pulvirenti, Giorgio Riccobene, Francesco Simeone, Fabrizio Speziale, Salvatore Viola and Gianni Pavan. “Size Distribution of Sperm Whales Acoustically Identified During Long Term Deep-Sea Monitoring in the Ionian Sea.”

The archive named NEMO-OvDE Dataset.zip contains the results of an automatic analysis developed and applied to the data acquired by the Ocean noise Detection Experiment. In detail, a subsample of the large dataset was processed to assess the size of the recorded sperm whales, by measuring the structure of their acoustic signals. The dataset consists in several plots generated by the algorithm described in the cited research article. The files are in PNG format. These data were used to study the size distribution of the sperm whale recorded during the OvDE Passive Acoustic Monitoring.

For further information: riccobene@lns.infn.it (Principal Investigator of the Ocean noise Detection Experiment)
DOI: 10.5281/zenodo.6979672
title: Task resource usage of Google Cluster Usage Trace dataset

description: The dataset contains csv files. All csv files named by its cluster number and machine id. There are 2 features , time stamp and mean CPU usage. This data set is prepared from task resource usage (TRU) table of GCT dataset for the research purpose. Mainly TRU contains task information. Sum Average algorithm employed and calculate the machine information for every 5 minute time stamp.
DOI: 10.5281/zenodo.7959116
title: Hourly air pollution data for Graz, Austria

description: The dataset spans from January 1, 2014, to March 15, 2020, with measurements recorded on an hourly basis. The environmental and pollutant data was provided by the Austrian government under the following license: CC-BY-4.0: Land Steiermark - data.steiermark.gv.at Air quality by means of NO2, NO, NOx, PM10 and O3 was measured at five sites in Graz, Austria (Süd (eng. South) - S, Nord (eng. North) - N, West (eng. West) - W, Don Bosco – D, Ost (eng. East) – O). Temperature, precipitation, relative humidity, pressure, and wind speed are among the weather conditions considered. To represent wind direction, the wind speed was multiplied by the sine and cosine of the wind direction. Lags were generated using weather data, considering the last 12 data points. The mean of these 12 values was then calculated to represent an hourly metric. The ERA5-Land data is subject to the Copernicus licence from following source https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.e2161bac?tab=overview it includes following variables : Snowfall - sf Surface latent heat flux - slhf Snowmelt - smlt Snow cover - snowc Windspeed - speed Surface latent heat flux sshf Soil temperature level 4 - stl4 Skin temperature - str Surface thermal radiation downwards - strd Total precipitation - tp Temperature of snow layer - tsn 10m u-component of wind - u10 10m v-component of wind - v10 Surface net radiation - rsn Snow depth - sd Snow depth water equivalent - sde 2m dewpoint temperature - d2m Forecast albedo - fal Temporal values are also incorporated into this dataset, values such as holidays, weekdays, seasons, and months. The dataset includes Prophet values for all pollutants, which were determined by considering various metrics such as trend, seasonality (weekly, yearly, and daily), as well as yhat lower and upper bounds.
DOI: 10.5281/zenodo.8360149
title: Diurnal oscillations of MRI metrics in human brains

description: Restricted access dataset used for the study "Diurnal oscillations of MRI metrics in human brains". Contains subject-level data within the following files: whole_brain_data.csv - average of each MRI metric across the relevant atlas for each time point. processed_ROI_data.csv - average of each MRI metric within each atlas ROI for each time point. whole_brain_techvar_data.csv - average of each MRI metric across the relevant atlas for each time point and back-to-back replicate. weights_kg.csv - body weight at each time point. actigraphy_3day.csv - steps registered by the FitBit device each minute for the 3 days of observation. actigraphy_sleep.csv - sleep intervals registered by the FitBit device during the 3 days of observation.
DOI: 10.6084/m9.figshare.27021649
title: Fully phased genome assemblies and graph-based genetic variants of the olive flounder, Paralichthys olivaceus

description: Genomic resources of the olive flounder. We used PacBio HiFi long-read sequencing data (in addition to their parental short-read sequencing data) to obtain high-quality, fully phased genome assemblies of two individuals. We also used short-read RNA sequencing data for gene annotation.
DOI: 10.6084/m9.figshare.27044473
title: A causality investigation into stock prices and macroeconomic indicators in the Indian stock market.

description: The systematic impact of macroeconomic variables on stock market returns makes it crucial to comprehend the link between macroeconomic variables and the stock market. The autoregressive distributed lag (ARDL) model was used in this study to examine the causal links between specific macroeconomic factors and Indian stock prices
DOI: 10.5281/zenodo.13147938
title: Mass cytometry data of immune cells in mice that had experienced explosions.

description: Mass cytometry was used to assess the expression of immune markers and intracellular proteins in immune cells collected from mice that had experienced explosions. Following mass cytometry detection, .fcs files were generated. The raw data were packaged and uploaded.
DOI: 10.5281/zenodo.13904617
title: Urban planning effectiveness and citizen satisfaction. A systematic literature review.

description: Background: The population is increasingly demanding a better quality of life in their territories, which requires better urban planning. This study aims to find out the effectiveness of urban planning implemented by local governments on citizen satisfaction.

Method: A systematic literature review was conducted exploring the evolution of the state of the art databases in Scopus, WOS and Dimensions, involving a relevant selection of empirical studies on the effectiveness of urban planning on citizen satisfaction, using quality criteria and the application of the Prism diagram.

Results: The findings in the various empirical contributions find converging in three main blocks the contributions related to: (i) Urban planning as a catalyst for the impact of citizen satisfaction, given that using the planning tool will lead to the development of local policies based on the Neoliberalism approach for smart urban development; (ii) Theoretical contributions for urban planning that contextualises a modernist planning based on a multidimensional aspect to address quality of life for modern well-being and (iii) Smart planning for citizen satisfaction for the design and implementation of public governance reforms aimed at optimising urban planning management at the local level for smart urban city development.                                                                                   

Conclusion: There is strong theoretical and empirical support that is closely linked to sustainable development, happiness, public space, urban growth, urban areas, satisfied customers and urban residents. Future research should examine the relative weight of urban planning dimensions and effectiveness in the sustainable development of territories and citizen satisfaction.

Keywords: PRISMA, bibliometrics, bibliometrix, urban planning, citizen satisfaction, systematic review, state of the art.
DOI: 10.5281/zenodo.7741379
title: Neuronal and neuron-astrocyte co-culture MEA recordings.

description: A dataset consisting of various standard 60-electrode MEA recordings. The recorded cultures are: 'NS' - E18 primary rat cortical neurons (A1084001, Thermo Fisher Scientific, Waltham, MA, USA)); '8020' - 80 % E18 primary rat cortical neurons (A1084001, Thermo Fisher Scientific, Waltham, MA, USA)) + 20 % rat cortical astrocytes (N7745100, Thermo Fisher Scientific, Waltham, MA,USA); '5050' - 50 % E18 primary rat cortical neurons (A1084001, Thermo Fisher Scientific, Waltham, MA, USA)) + 50 % rat cortical astrocytes (N7745100, Thermo Fisher Scientific, Waltham, MA,USA); The MEAs were recorded at 14, 19, and 28 DIV. The recordings lasted 5 minutes after 5 minutes of settling on the preamplifier. The file name format is: div*XX*-*meaID*-*cultureType*-5min.csv where: *XX* is the recorded day in vitro *meaID* is the ID of the MEA in order to be able to follow the same MEA during the development *cultureType* is either NS, 8020 or 5050 so the user knows which coculture was plated on the recorded MEA <br> For all the other plating details please refer to: <em><strong>Preprint version 10.36227/techrxiv.22692313.v1</strong></em>
DOI: 10.6084/m9.figshare.25878799
title: <b><i>Leucomyxa</i></b>

description: Leucomyxa_plasmidifera_PRA-24_whole_genome_assembly.fasta: the file contains scaffolds obtained by assembling Illumina reads from the culture of Leukarachnion sp. ATCC PRA-24. Note that the assembly contains a full mitochondrial genome (NODE_165_length_44149_cov_62.922218), the plastid genome split into three scaffolds (NODE_245_length_21920_cov_13.674865, NODE_468_length_8990_cov_27.241333, and NODE_4094_length_2314_cov_10.712254), a putative mitochondrial plasmid (NODE_235_length_23184_cov_201.782447), and a highly fragmented and incomplete assembly of the nuclear genome, together with numerous scaffolds from diverse bacteria cocultured with the protist.Leucomyxa_alignments: plastid protein alignments used for phylogenomic analysis.<br>
DOI: 10.6084/m9.figshare.27434814
title: Supplementary Material for: Impact of Nutritional Therapy During Intensive Care Unit Admission on Post Intensive Care Syndrome in Patients COVID-19.

description: Introduction: Nutritional therapy is an important component of intensive care. We investigated the associations of nutritional therapy in the acute phase of severe COVID-19 with the long-term outcomes of post-intensive care syndrome (PICS) and post-COVID-19 conditions. 
Methods: A questionnaire on the health status after COVID-19 was sent to patients 1 year after infection and PICS was evaluated. Total energy and protein intakes during the first week after admission to the intensive care unit (ICU) were calculated. The primary endpoint was a decrease in quality of life (QOL) defined by EuroQol5-dimensions 5-level (EQ5D5L) &lt;0.8. A multivariable regression analysis was used to examine. 
Results: A total of 220 ICU patients were included in this study. Median total energy and protein intakes were 65.1 kcal/kg/week and 3.3 g/kg/week, respectively. Total energy and protein intakes were associated with EQ5D5L scores (Energy: unit odds ratio 0.98 [0.97-0.99], p-value&lt;0.01; protein: unit odds ratio 0.72 [0.59-0.87], p-value&lt;0.01). Insufficient total energy and protein intakes were associated with malaise, arthralgia, myalgia, palpitations, sleep disturbance, and muscle weakness. 
Conclusions: Poor nutrition during the first week after ICU admission was associated with a decreased QOL one year after. These nutrition shortages were also associated with an increased risk of developing PICS, post-COVID-19 conditions, which may contribute to decreased QOL.
DOI: 10.15468/dl.w58sz5
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pogogyne serpylloides (Torr.) A.Gray"
 ]
}

 The dataset includes 845 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004290-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrttgt
title: Occurrence Download

description: A dataset containing 11823 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "OccurrenceStatus is one of (Present)",
 "TaxonKey is one of (Tenodera sinensis Saussure, 1871)"
 ]
 }
 ]
}

 The dataset includes 11823 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002624-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ofmqw8
title: Coleccion Liquenes

description: La colección de referencia es una parte de 742 ejemplares pertenecientes a 32 familias, 68 géneros y 172 especies. Estos registros corresponden a los datos de colecta realizados por la Dra. Marta Grassi en sus viajes de campaña, llevados a cabo a lo largo de 14 provincias de la Argentina, entre los años 1940 y 1970. La mayoría de las colecciones provienen del Noroeste de la Argentina (Tucumán, Salta, Jujuy y Catamarca). Esta colección es curada actualmente por la Dra. Adriana Hladki, en el Herbario LIL de la Fundación Miguel Lillo.
DOI: 10.1594/pangaea.901821
title: Improved MODIS TERRA/AQUA composite Snow and glacier (RGI6.0) data for High Mountain Asia (2002-2018)

description: The data contains an enhanced MODIS 8-day Terra and Aqua snow-cover combined product merged with Randolph Glacier Inventory (RGI6.0). The input data used to generate this product are MOD10A2.006* and MYD10A2.006* representing Terra and Aqua MODIS 8-day composite collection 6 (C6) snow-cover, respectively. The data is specifically developed for the High Mountain Asia (HMA) with the geographic coverage between latitude 24.32− 49.19 N and Longitude 58.22 − 122.48 E. The data MOYDGL06_2002_2018_HMA is an enhanced snow cover and glacier combined product covering the period between 2002 and 2018. The data is available with eight-day temporal resolution and 500 m spatial resolution. The name of the product is derived from MODIS Terra (MOD) MODIS Aqua (MYD), and Glacier (GL), Version 6 (06) as MOYDGL06*. The product is 8-day composite described in Julian day and each year has 46 eight-day composite images in GeoTIFF file format as described in the Dataset README below. The data can be accessed alternatively from http://rds.icimod.org/Home/DataDetail?metadataId=36031. The R code developed for this product is available at https://doi.org/10.5281/zenodo.3610735. For more details about the data, please read the paper associated with this data titled "An improved Terra–Aqua MODIS snow cover and Randolph Glacier Inventory 6.0 combined product (MOYDGL06*) for high-mountain Asia between 2002 and 2018" published in Earth System Science Data Journal.
description: Supplement to: Muhammad, Sher; Thapa, Amrit (2020): An improved Terra-Aqua MODIS snow cover and Randolph Glacier Inventory 6.0 combined product (MOYDGL06*) for high-mountain Asia between 2002 and 2018. Earth System Science Data, 12(1), 345-356
DOI: 10.17632/k75wsc5p88.3
title: Odin/OSIRIS Na data

description: The Na layer observations measurements in the equatorial region that are used here come from nearly ten years of Na number density measurements made by OSIRIS/Odin during 2004–2013.
DOI: 10.17909/3xyt-7h62
title: Data from paper

description: Data for Feedback in Emerging extragAlactic Star clusTers, FEAST: JWST spots PAH destruction in NGC 628 during the emerging phase of star formation
DOI: 10.18170/dvn/eycvsp
title: Index of Regional Innovation and Entrepreneurship in Digital Economy in China (IRIEDEC)

description: Digital economy’s development affects the level of national development, and promoting innovation and entrepreneurship of digital economy is crucial for the high-quality growth of China’s economy. Utilizing a novel big data at the firm level, collected by the Center for Enterprise Research of Peking University, and focusing on three key factors in the digital economy as entrepreneurs, capital, and technology, we innovatively construct the Index of Regional Innovation and Entrepreneurship in Digital Economy in China (IRIEDEC) from six dimensions, i.e. business entry, outside investment, venture capital, patent, trademark, and copyright. The IRIEDEC index is invented from a mindset of big data analysis, which is based on enterprises as micro subjects in the digital economy and focuses on innovative output instead of input, with characteristics of objectivity, timeliness and multi-dimensionality.
DOI: 10.3886/icpsr09386.v1
title: Canadian National Election Study, 1988
title: Version 1

description: This collection, containing information on the voting behavior and political attitudes of Canadians, consists of three waves of data gathered before and after the 1988 Canadian national election. The first wave, conducted by telephone in October and November 1988 before the November 21st election, focused on respondents' interest in the election, perceptions of the media, voting intentions, attitudes toward policy and campaign issues, assessments of government performance, and ratings of leaders, parties, and candidates. Other items included respondents' sociodemographic and economic characteristics, as well as party, candidate, and constituency identification. The second wave, conducted by telephone after the election from November 1988 through January 1989, contained some of the same items covered in the first wave but also included questions on voting behavior, campaign activities, and groups in Canadian society, along with a special battery on free trade. The third wave, conducted by mail from December 1988 through March 1989, explored fiscal priorities, the economy, policy issues, changes to Canadian society, political efficacy, societal goals, capitalist values, rights and liberties, and conceptions of community.
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Canadian National Election Study, 1988 
 DS2: June 1991 Errata
description: Canadian National Elections Study (CNES) Series
description: Canadian citizens, 18 years of age or older, resident in one of the provinces (excluding the Yukon and Northwest Territories).
description: Probability sample by random digit dialing stratified by province. There was an official-language minority oversample for exchanges in Ontario, Quebec, and New Brunswick. Selection within household was by last birthday.
DOI: 10.5066/p91qcii1
title: Geological and Pb-isotope data for New England volcanogenic massive sulfide deposits

description: This dataset accompanies publication “Lead isotopes in New England (USA) volcanogenic massive sulfide deposits: implications for metal sources and pre-accretionary tectonostratigraphic terranes”, published in Canadian Journal of Earth Sciences (see 'Related External Resources' section below). The data encompass Pb-isotope analyses of sulfide mineral separates, mainly galena, as well as whole-sulfide samples, from volcanogenic massive sulfide deposits in the New England region (Maine, New Hampshire, Vermont, and Massachusetts). All samples were collected by John F. Slack (USGS). All of the analyses were performed in 1984 and 1985, except for one sample that was analyzed in 2023.
DOI: 10.5067/c4ioyf41eezb
title: FLDAS2 Noah-MP GDAS Land Surface Model L4 Central Asia Daily 0.01 degree x 0.01 degree, Version 001
DOI: 10.5281/zenodo.10247104
title: Rocky shore subboxes
DOI: 10.5281/zenodo.10641162
title: Supplementary material: "Deciphering Paleocene-Eocene Thermal Maximum Climatic Dynamics: Insights from Oxygen and Hydrogen Isotopes in Clay Minerals of Paleosols from the Southern Pyrenees"

description: The Excel file contains the d18O, d2H, and clay mineralogy results of the manuscript "Deciphering Paleocene-Eocene Thermal Maximum Climatic Dynamics: Insights from Oxygen and Hydrogen Isotopes in Clay Minerals of Paleosols from the Southern Pyrenees". The first sheet contains the bulk rock mineralogy in wt%. The second sheet contains the clay mineralogy (<2 µm) used for the paleoclimatic interpretation. Sheets 3 and 4 contain a different aliquot of the samples, reporting the isotope compositions (d18O and d2H ‰  relative to VSMOW) and mineralogy (wt%) of two clay-sized fractions: <0.5 µm (Sheet 3) and 0.5-2 µm (Sheet 4). Esplugafreda section coordinates: 42º14’50” N; 0º45’13” E.
DOI: 10.5281/zenodo.10696385
title: The Spectral Parameters Toolkit (sptk): Data Products and Figures for "­­Optimising ExoMars Rover Remote Sensing Multispectral Science II: Choosing and Using Multispectral Filters for Dynamic Planetary Surface Exploration with Linear Discriminant Analysis"

description: This repository holds the data products generated and used for the Stabbins et al 2024 paper: "­Optimising ExoMars Rover Remote Sensing Multispectral Science II: Choosing and Using Multispectral Filters for Dynamic Planetary Surface Exploration with Linear Discriminant Analysis".

The dataset can be reproduced by running the accompanying notebook: doi:10.5281/zenodo.10697556.

This requires the input dataset: doi:10.5281/zenodo.10684346.

and the Spectral Parameters Toolkit (sptk): doi:10.5281/zenodo.10692531.

(note that sptk is installed as part of the setup of the notebook).
DOI: 10.5281/zenodo.12736156
title: Topic Guide Trust Study
DOI: 10.5281/zenodo.6499776
title: Rocket Launch Emission 2019 Dataset

description: A tabulated emissions inventory for stratospheric rocket launch exhaust products, together with launch vehicle-specific references. An additional NetCDF4 model-ready input file containing geo-located rocket launch events from 2019, for use in control/reference scenarios or for development of future launch scenarios.