cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7561506
title: IMMERSE Horizon 2020 Project Downstream User Toolbox – data for tutorial on impact of wave coupling on surface particle dispersion simulations

description: Exemplary data for tutorial on impact of wave coupling on surface particle dispersal simulations<br> https://github.com/immerse-project/Downstream-Users-Toolbox/tree/main/T8.3_WaveCoupling_ParticleTransport_UniU<br> created as part of the downstream user toolbox of the IMMERSE Horizon 2020 project (https://immerse-ocean.eu/). In the tutorial the impact of new options for the representation of wave-current interactions in the NEMO ocean model (https://www.nemo-ocean.eu/) on surface particle simulations are tested in a case study for the Mediterranean Sea. The tutorial consists of two jupyter notebooks: Parcels_CalcTraj.ipynb and CompTraj_uncoupledVScoupled.ipynb. Parcels_CalcTraj.ipynb calculates Lagrangian particle trajectories based on velocity output from ocean only as well as coupled ocean-wave model simulation by making use of the OceanParcels software (https://oceanparcels.org/). CompTraj_uncoupledVScoupled.ipynb compares dispersal statistics of Lagrangian particle trajectories calculated from ocean-only vs coupled ocean-wave model simulations. This repository contains the surface velocity and ocean model grid data needed to run Parcels_CalcTraj.ipynb, as well as the trajectory data produced by Parcels_CalcTraj.ipynb, which is needed to run CompTraj_uncoupledVScoupled.ipynb. The surface velocity data stems from two simulations with a regional high-resolution (1/24° horizontal resolution) model configuration for the Mediterranean Sea: a coupled ocean-wave model simulation and a complimentary ocean-only simulation. These model simulations make use of the NEMO v4.2-RC ocean model, the Wave Watch 3 v.6.07 wave model, the OASIS3-MCT coupler, and ECMWF atmospheric fields; they are described in detail in IMMERSE deliverable D5.7 “Assessment of wave-current effects on the circulation in theMed-MFC system”<strong>.</strong>
DOI: 10.5281/zenodo.7561505
title: IMMERSE Horizon 2020 Project Downstream User Toolbox – data for tutorial on impact of wave coupling on surface particle dispersion simulations

description: Exemplary data for tutorial on impact of wave coupling on surface particle dispersal simulations<br> https://github.com/immerse-project/Downstream-Users-Toolbox/tree/main/T8.3_WaveCoupling_ParticleTransport_UniU<br> created as part of the downstream user toolbox of the IMMERSE Horizon 2020 project (https://immerse-ocean.eu/). In the tutorial the impact of new options for the representation of wave-current interactions in the NEMO ocean model (https://www.nemo-ocean.eu/) on surface particle simulations are tested in a case study for the Mediterranean Sea. The tutorial consists of two jupyter notebooks: Parcels_CalcTraj.ipynb and CompTraj_uncoupledVScoupled.ipynb. Parcels_CalcTraj.ipynb calculates Lagrangian particle trajectories based on velocity output from ocean only as well as coupled ocean-wave model simulation by making use of the OceanParcels software (https://oceanparcels.org/). CompTraj_uncoupledVScoupled.ipynb compares dispersal statistics of Lagrangian particle trajectories calculated from ocean-only vs coupled ocean-wave model simulations. This repository contains the surface velocity and ocean model grid data needed to run Parcels_CalcTraj.ipynb, as well as the trajectory data produced by Parcels_CalcTraj.ipynb, which is needed to run CompTraj_uncoupledVScoupled.ipynb. The surface velocity data stems from two simulations with a regional high-resolution (1/24° horizontal resolution) model configuration for the Mediterranean Sea: a coupled ocean-wave model simulation and a complimentary ocean-only simulation. These model simulations make use of the NEMO v4.2-RC ocean model, the Wave Watch 3 v.6.07 wave model, the OASIS3-MCT coupler, and ECMWF atmospheric fields; they are described in detail in IMMERSE deliverable D5.7 “Assessment of wave-current effects on the circulation in theMed-MFC system”<strong>.</strong>
DOI: 10.17632/zygb8jygrw.2
title: FraneItalia: a catalog of recent Italian landslides (version 2.0)

description: "FraneItalia" is a catalog of landslide events occurring in the Italian territory. The catalog includes both fatal landslide events and events that did not produce physical harm to people. It is being populated, since January 2010, searching relevant news from online sources. Landslide events are classified considering two numerosity categories and three consequence categories. The numerosity categories are: single landslide events (SLE), for records only reporting one landslide; and areal landslide events (ALE), for records referring to multiple landslides triggered by the same cause in the same geographic area. Both SLEs and ALEs are divided in three consequence categories according to whether the event produced victims and/or missing people (C1, very severe), injured persons and/or evacuations (C2, severe), or did not cause any physical harm to people (C3, minor). A single set of geographic coordinates is assigned to each record of the database, both for single and areal landslide events. The uncertainty related to the position of SLEs is specified by means of three confidence descriptors, while the coordinates attributed to ALEs are always indicative and are meant to approximately identify the weather warning zone affected by the mentioned landslides. The temporal uncertainty related to the occurrence of the landslide events is specified by means of two confidence descriptors. The uncertainty associated to the number of landslides in ALEs is specified by means of two descriptors. A set of constraints is adopted to guarantee the correctness and semantic integrity of the inserted records. The main innovations introduced in this new version (version 2.0) of the FraneItalia catalog include: - database update with two more years of records (2018 and 2019); - reclassification of ALE considering as territorial units the weather warning zones defined, for hydrogeological risk management, in the Italian regions; - introduction of a new set of constraints to further improve the correctness and the semantic integrity of ALE records. Go to https://franeitalia.wordpress.com/database/ for detailed instructions on how to reconstruct the catalog from the two files.
DOI: 10.5281/zenodo.7013770
title: Abundance and fractional solubilities of aerosol metals in urban Hong Kong: Insights into factors that control aerosol metal dissolution in an urban site in South China

description: Our manuscript was submitted to ACP. Upon submission, all data must be accessible by anonymous access.
DOI: 10.6073/pasta/2483e2420b65d82f23513091956138a7
title: APT02 Monthly temperature and precipitation records from Manhattan, KS

description: Data set contains the monthly values of maximum, minimum and average temperatures and monthly total precipitation for Manhattan, KS since 1985. Data are in three separate files, one for each measurement. Data comes from the Weather Data Library in the computer system office of the Cooperative Extension Service of Kansas State University, Manhattan Kansas. (211 Umberger Hall, (785) 532-6270.
DOI: 10.6084/m9.figshare.21699032
title: Mittelholz et al., 2022

description: This contains the data files to produce figure 8. The data is derived from the Mars climate data base (http://www-mars.lmd.jussieu.fr/mars/access.html)
DOI: 10.6084/m9.figshare.21902580
title: Champaign County SARS-CoV-2 Test Site Data.xlsx

description: COVID-19 testing data from local test sites in Champaign County, Illinois, recording the active and accumulative of positive cases as well as estimation of asymptomatic carriers <br>
DOI: 10.6084/m9.figshare.21903072
title: Peoria SARS-CoV-2 clinic data

description: COVID-19 testing data from health clinics in Peoria, Illinois recording COVID-19-related symptoms
DOI: 10.17632/4kmtdh8dmn.1
title: Data for: Larger genomes show improved buffering of adult fitness against environmental stress in seed beetles

description: This zip folder contains all raw data for the article "Larger genomes show improved buffering of adult fitness against environmental stress in seed beetles" by Boman and Arnqvist.
DOI: 10.3886/e146802v1
title: Hourly U.S. Electricity Generation

description: This deposit combines data from https://doi.org/10.3886/E146782V1 and https://doi.org/10.3886/E146801V1 to produce files containing the hourly generation, costs, and capacities of virtually all power plants in the lower 48 United States between 1999-2012 for their use in "Data and Code for: Imperfect Markets versus Imperfect Regulation in U.S. Electricity Generation" (https://doi.org/10.3886/E115467V1).<br><br><br>
description: Power plants / Generation units in the lower 48 states.
DOI: 10.5281/zenodo.4605959
title: Multiplex amplicon sequencing dataset for genotyping pandemic populations of the wheat blast fungus

description: <strong>We report genotyping data for 186 <em>Magnaporthe oryzae</em> (Syn. <em>Pyricularia oryzae</em>) isolates from different geographical regions obtained using multiplex amplicon sequencing. The dataset consists of 84 single nucleotide polymorphisms (SNPs) selected from transcript sequences to distinguish between the clonal lineage of the wheat blast fungus that emerged in South East Asia in 2016 and other <em>M. oryzae</em>genotypes. The sample coverage includes pandemic wheat blast isolates from Bangladesh (N=75, 2016-2020) and the newly reported Zambian outbreak (N=13, 2018-2020). The dataset is provided as an open science resource as part of the OpenWheatBlast initiative. We welcome analyses and feedback from the community.</strong>
DOI: 10.5281/zenodo.7144325
title: Thermosphere Hough Mode Extensions (HMEs) for Ultra-Fast Kelvin Waves (UFKWs)

description: The scientific basis for the UFKW HME files contained here is described in Forbes et al. (2023). The directory "Hough-UV functions" contains solutions to Laplace's Tidal Equation for the s = -1 eastward-propagating first symmetric (Kelvin) modes with periods 2.0-5.0d (48hr-120hr), and a README file containing further information on the data files. The directory "UFKW output files" provides UFKW amplitudes and phases (UT hour of maximum at 0 longitude) of eastward, southward, and vertical winds (m/s), temperatures (K), density perturbations relative to mean, and geopotential height (m) as a function of height (z, every ~4 km) and latitude (deg, every 3 deg), corresponding to wave periods between 2.0d and 5.0d, and a README file containing further information on the data files. The data for each HME extend from pole to pole and from 0 to 400 km altitude. Forbes, J.M., Zhang, X., & Palo, S.E. (2023). UFKW propagation in the dissipative thermosphere. Journal of Geophysical Research: Space Physics, 128, e2022JA030921. https://doi.org/10.1029/2022JA030921
description: JMF acknowledges support for this work under award AGS-1630177 from the National Science Foundation, and by the ICON mission, which is supported by NASA's Explorers Program through contracts NNG12FA45C and NNG12FA42I.
description: {"references": ["Forbes, J.M., Zhang, X., & Palo, S.E. (2023). UFKW propagation in the dissipative thermosphere. Journal of Geophysical Research: Space Physics, 128, e2022JA030921. https://doi.org/10.1029/2022JA030921"]}
DOI: 10.5281/zenodo.7146734
title: Low sea surface salinity event of the Japan Sea during the Last Glacial Maximum

description: The data and code for MIROC4m (also contains PMIP3) simulation results for "Low sea surface salinity event of the Japan Sea during the Last Glacial Maximum".
DOI: 10.5066/f76q1v9g
title: Interpolated Surfaces of Well Construction Characteristics for Domestic and Public-Supply Well Use in the Central Valley, California, USA

description: Well construction data from domestic and public-supply wells in the Central Valley were compiled from the California State Water Resources Control Board Division of Drinking Water (CADDW), the Department of Water Resources (CADWR), and the United States Geological Survey (USGS). Additional wells in the Central Valley were compiled by recording water use and depth to the top and bottom of well screens from CADWR drillers logs. Interpolated GIS raster surfaces were created using Empirical Bayesian Kriging on a 1600 by 1600 m (1 square mile grid). Predicted values for well screen tops and bottoms were computed, as well as 10th and 90th quantile values. The surfaces produced by this process may also be used to calculate volumes of water-supply in the Central Valley defined by the tops and bottoms of the well screens.
DOI: 10.5281/zenodo.7431302
title: Actividad de Twitter durante la Marcha del Silencio en Uruguay 2020

description: Conjunto de datos del artículo "La batalla virtual por la memoria: Un análisis de las memorias en disputa en Twitter durante la Marcha del Silencio del 2020 en Uruguay" Revista Teknokultura Año de publicación 2022
DOI: 10.5517/ccxmqs0
title: CCDC 853113: Experimental Crystal Structure Determination

description: Related Article: M.Bolte|2011|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6073/pasta/e288ccaf55afceecc29bdf0a341248d6
title: Hurricane Harvey: Coastal wetland plant responses and recovery in Texas: 2014-2019

description: The capacity of coastal wetlands to stabilize shorelines and reduce erosion is a critical ecosystem service, and it is uncertain how changes in dominant vegetation may affect coastal protection. As part of a long-term study comparing ecosystem functions of marsh and black mangrove vegetation, we have experimentally maintained marsh and black mangrove patches (3 m x 3 m) along a plot-level (24 m x 42 m) gradient of marsh and mangrove cover in coastal wetlands near Port Aransas, Texas. In August 2017, this experiment was directly in the path of Hurricane Harvey, a Category 4 storm. This extreme disturbance event provided an opportunity to quantify differences in resistance between mangrove and marsh vegetation, and the recovery trajectories following the storm. We collected data on changes in plant cover and height from 2014-2019.
DOI: 10.1285/i20356609v13i1p438
title: Money as a Tool for Collective Action

description: Complementary currencies are usually seen as a by-product of collective movements for social change or as an institutional tool for local development: they are an outcome of collective action, not the origin of collective mobilisation. Empirical research on the Sardex complementary currency, though, suggests that money may support the emergence of collective action. Traditional economic theory considers any collective benefits provided by the economic system as the secondary effects of individual entrepreneurs seeking to maximise their profits. Entrepreneurs belonging to the Sardex network, though, do associate the use of the Sardex currency with direct collective benefits. This means they consider their business activities to be a form of collective action for promoting the common good of Sardinia's socio-economic development. Using the Sardex currency sets this collective action in motion: some Sardex members also work to expand the Sardex network without any expectation of economic gain.
DOI: 10.17632/5ymzvdz4dk.1
title: Brokers and Banks

description: Digital trading apps is evidence of the prospects of open innovations in the financial sector. The industry and its subjects (banks and other organizations) can greatly benefit from the utilization of these innovations and its corresponding tools, such as smart contracts.
DOI: 10.25318/2710036701-eng
title: Use of advanced or emerging technologies by industry and enterprise size

description: Percentage of enterprises that used specific types of advanced or emerging technologies, by North American Industry Classification System (NAICS) code and enterprise size, based on a one-year observation period. Advanced technologies include material handling, supply chain or logistics technologies; design or information control technologies; processing or fabrication technologies; clean technologies; security or advanced authentication systems; business intelligence technologies; and other types of advanced technologies. Emerging technologies include nanotechnology, biotechnology, geomatics or geospatial technologies, artificial intelligence (AI), integrated Internet of Things (IoT) systems, blockchain technologies, and other types of emerging technologies.
DOI: 10.3886/e127081v1
title: COVID Isolation on Sleep and Health in Healthcare Workers

description: <b>Brief Summary Statement </b> <b>Current Knowledge/Study Rationale: </b>Previous studies conducted across the globe have shown higher stress, worsening mental health, and worsening sleep patterns in front line healthcare workers during the COVID-19 pandemic. The rationale for this study was to examine whether sleep, mood, and health related behaviors might differ between healthcare workers who transitioned to conducting care from home and those who continued to report in-person to their respective hospitals or healthcare facilities. <b></b> <b>Study Impact: </b> This study shows worsening mood across healthcare workers, regardless of whether they were working from home or continuing to report to work. Our findings highlight the need for support programs to monitor mood and health during the during the COVID-19 pandemic.
DOI: 10.5281/zenodo.3695199
title: Distributed Science Infrastructure Projects

description: This data set lists 43 projects and additional information in the field of distributed<br> science infrastructure. A basic list of project names and URLs was initially collected at the <em>Scientific Publishing on the Blockchain</em> unconference in 2018 in the hackpad on https://hackmd.io/QTaG8S3LQAeBfnCT-EFFfQ . We visited the websites during September and October 2019 and manually extracted links to source code, whitepapers and prototypes. Additionally, we added information like project descriptions, license information and social media accounts. Two more projects related to distributed computation were added in February 2020, during the review process of a data report on this data set. The classification of the projects is based on manual labelling by us. "active in 2019" refers to any obvious non-automatic activity on the website, in a source code repository or social media accounts. Due to the manual information extraction, we expect mistakes or missing data in all fields. This data collection should be seen as preliminary and will likely be replaced by a community driven effort in the future (watch this space for a future reference). Encoding: UTF8<br> ipfs:QmRprZUfc7C8AnyvydrTr9WR4RRCRBQacM22XGSLwugGWh
DOI: 10.5281/zenodo.4661080
title: Data simulations of Burkart et al. 2014_The evolutionary origin of human hyper-cooperation

description: Burkart et al. conducted phylogenetic regression analyses to investigate the evolutionary drivers of proactive prosociality. They tested 24 groups of 15 primate species, including humans, in a group-service paradigm, which provided the option to any member in the group to deliver a valuable food resource to group members – the provider could not benefit themselves. Within the sample, 4 species were assayed with several groups (range groups: 2-5) and <strong>11 species were assayed with only 1 group</strong>. In their primary regression analyses, the authors averaged prosociality scores across groups (within species) and ran a series of models from which they selected the best fitting one by means of AICc criteria. <strong>Question</strong>: if the authors had sampled multiple groups for each species, would the result and associated inferences about the evolutionary origins of human cooperation be the same?
DOI: 10.5281/zenodo.6546501
title: Indian Regional Music Dataset

description: This dataset is a collection of mel-spectrogram features extracted from Indian regional music containing the following languages:<br> Hindi, Gujarati, Marathi, Konkani, Bengali, Oriya, Kashmiri, Assamese, Nepali, Konyak, Manipuri, Khasi & Jaintia, Tamil, Malayalam, Punjabi, Telugu, Kannada. Five recordings are collected for each language for four artists (2Male + 2Female) each. 2 artists out of 4 for each language are old veteran performers, and the remaining 2 are contemporary performers. Overall, the dataset includes 17 languages and 68 artists (34 Males and 34 Females). There are 340 recordings in the dataset, with a total duration of 29.3 hrs. Mel-spectrogram is extracted from a 3-second segment with a 1/2 second sliding window for each song. Extracted mel-spectrogram for each segment is annotated with language, location, local_song_index, global_song_index, language_id, location_id, artist_id, gender_id and no_of_artists. _________________________________________________________________________________________________________ This project was funded under the grant number: ECR/2018/000204 by the Science & Engineering Research Board (SERB).
DOI: 10.5281/zenodo.6908349
title: Data for 'Storm Surge Modeling as an Application of Local Time-stepping in MPAS-Ocean'

description: Data for 'Storm Surge Modeling as an Application of Local Time-stepping in MPAS-Ocean', submitted to the Journal for Advances in Modeling Earth Systems (JAMES). The repository consists of three main parts: The `run` directory contains a pre-built run directory as an example. The `scripts` directory contains the scripts that were used to generate important plots. The `data` directory contains model output from performance and accuracy experiments.
DOI: 10.6073/pasta/42e338b5007016e11da4cefa57baab96
title: Effect of mangroves on transplanted marsh plants, Port Aransas, Texas: 2013

description: We transplanted three common species of salt marsh plants (Spartina alterniflora, Batis maritima, Sarcocornia sp.) into eight experimental plots (24 x 42 m) varying in plot-level mangrove cover in Port Aransas, Texas in 2013. We transplanted marsh plants into 3 x 3 m “cells” with one of 3 different vegetation treatments (cleared, mangrove, pneumatophores) in each of the eight plots. Marsh plants were harvested to measure final size.
DOI: 10.6073/pasta/d5e292b60bd663c666f423ac21eacae5
title: Stratified Vegetation Survey Data from an Experimental Mangrove Site in Port Aransas, Texas: 2019

description: We visually surveyed the vegetation at the front and back of ten large experimental plots located in a large stand of mangroves near Port Aransas, Texas on November 28th, 2019. The ten experimental plots had been thinned using a 3 x 3 m grid in 2012 to create a gradient in plot-level mangrove cover from 0 to 100 percent. We estimated percent cover in six “mangrove” and six “cleared” cells at the front and back of each plot.
DOI: 10.17632/kjdzs9tvhk.1
title: IJPara22_228_Raw data_microsatellites_Dermacentor reticulatus

description: Raw data of the microsatellite loci length scored in the PeakScanner software. All samples with 12 and more successfully amplified loci were included in the Structure software analyses.
DOI: 10.17632/246kp4f58p.2
title: Transcriptome data 1

description: Transcriptome data. The effects of HD-sEVs in follicular fluid on bovine granulosa cells were investigated.