cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7803/371.17.1.2.10
title: BIBB-Qualifizierungspanel 2017 (GWA)

description: Hauptdatensatz
description: Betriebspanel mit dem Ziel, detaillierte Informationen über die Strukturen, Entwicklungen und Zusammenhänge betrieblicher Qualifizierungsmaßnahmen und betrieblich-qualifikatorischer Arbeitskräftenachfrage zu liefern
description: Face-to-face interview: CAPI/CAMI
description: alle Betriebe in Deutschland mit mindestens einem sozialsicherungspflichtig Beschäftigten
description: Wahrscheinlichkeitsauswahl: Disproportional geschichtete Zufallsauswahl
DOI: 10.15468/dl.g34efz
title: Occurrence Download

description: A dataset containing 302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vespa soror Buysson, 1905)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 302 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063389-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17188/1280045
title: Materials Data on Cr21(WC3)2 by Materials Project

description: Cr21(WC3)2 crystallizes in the cubic Fm-3m space group. The structure is three-dimensional. W is bonded in a distorted tetrahedral geometry to four equivalent Cr atoms. All W–Cr bond lengths are 2.49 Å. There are three inequivalent Cr sites. In the first Cr site, Cr is bonded in a cuboctahedral geometry to twelve equivalent Cr atoms. All Cr–Cr bond lengths are 2.54 Å. In the second Cr site, Cr is bonded to one W and three equivalent C atoms to form a mixture of distorted edge and corner-sharing CrWC3 tetrahedra. All Cr–C bond lengths are 2.09 Å. In the third Cr site, Cr is bonded in a bent 150 degrees geometry to one Cr and two equivalent C atoms. Both Cr–C bond lengths are 2.13 Å. C is bonded in a 8-coordinate geometry to eight Cr atoms.
DOI: 10.17189/1519059
title: CASSINI V/E/J/S/SS RPWS CALIBRATED LOW RATE FULL RES V1.0
DOI: 10.17189/1519615
title: CASSINI V/E/J/S/SS RPWS EDITED WIDEBAND FULL RES V1.0
DOI: 10.5067/aura/omi/data2028
title: OMI/Aura Surface UVB Irradiance and Erythemal Dose Daily L2 Global 0.25 deg Lat/Lon Grid
DOI: 10.5281/zenodo.10131450
title: Potential and training data for 'Structure-property relations of silicon oxycarbides studied using a machine learning interatomic potential'

description: Fitted potential, training and testing data.
DOI: 10.13026/c28g6p
title: EEG Motor Movement/Imagery Dataset

description: This data set consists of over 1500 one- and two-minute EEG recordings, obtained from 109 volunteers, as described below.
DOI: 10.15468/dl.qfaum6
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garuga forrestii W.W.Sm."
 ]
}

 The dataset includes 54 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003035-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qen9u7
title: Macroinvertebrate records from Central European streams

description: Aquatic macroinvertebrates were sampled in one-year long period from 60 sites in three European stream catchments. The aim of the survey was to contribute to the knowledge on the fauna of less known areas and fill the gaps in the distribution maps of the species. Individuals of macroinvertebrates from 13 higher taxonomic groups (Mollusca: Gastropoda: Architaenioglossa, Ectobranchia, Ellobiida, Hygrophila, Littorinimorpha, Stylommatophora; Annelida: Clitellata: Arhynchobdellida, Rhynchobdellida; Insecta: Coleoptera, Hemiptera, Megaloptera, Odonata, Trichoptera) were identified at species level in most cases, and at genus level for six taxa where species are not distinguishable due to taxonomic difficulties. The dataset contains 1827 occurrence records of 164 taxa.
DOI: 10.1594/pangaea.903058
title: Polar Low tracks in the Norwegian Sea and the Barents Sea from 1999 until 2019

description: List of Polar Low (PL) events over the Nordic seas and their associated tracking for the period November 1999 until March 2018 using AVHRR imagery.
description: Supplement to: Rojo, Maxence; Claud, Chantal; Noer, Gunnar; Carleton, Andrew M (2019): In Situ Measurements of Surface Winds, Waves, and Sea State in Polar Lows Over the North Atlantic. Journal of Geophysical Research: Atmospheres, 124(2), 700-718
DOI: 10.17188/1208214
title: Materials Data on NbB2 by Materials Project

description: NbB2 is hexagonal omega structure structured and crystallizes in the hexagonal P6/mmm space group. The structure is three-dimensional. Nb is bonded to twelve equivalent B atoms to form a mixture of face and edge-sharing NbB12 cuboctahedra. All Nb–B bond lengths are 2.45 Å. B is bonded in a 9-coordinate geometry to six equivalent Nb and three equivalent B atoms. All B–B bond lengths are 1.80 Å.
DOI: 10.17188/1282001
title: Materials Data on NbC by Materials Project

description: NbC is Halite, Rock Salt structured and crystallizes in the cubic Fm-3m space group. The structure is three-dimensional. Nb4+ is bonded to six equivalent C4- atoms to form a mixture of corner and edge-sharing NbC6 octahedra. The corner-sharing octahedral tilt angles are 0°. All Nb–C bond lengths are 2.25 Å. C4- is bonded to six equivalent Nb4+ atoms to form a mixture of corner and edge-sharing CNb6 octahedra. The corner-sharing octahedral tilt angles are 0°.
DOI: 10.17188/1677874
title: Materials Data on CrFeB2 by Materials Project

description: FeBCrB crystallizes in the orthorhombic Pmc2_1 space group. The structure is three-dimensional. Cr3+ is bonded in a 7-coordinate geometry to seven B3- atoms. There are a spread of Cr–B bond distances ranging from 2.15–2.21 Å. Fe3+ is bonded in a 7-coordinate geometry to seven B3- atoms. There are a spread of Fe–B bond distances ranging from 2.15–2.23 Å. There are two inequivalent B3- sites. In the first B3- site, B3- is bonded in a 9-coordinate geometry to three equivalent Cr3+, four equivalent Fe3+, and two equivalent B3- atoms. Both B–B bond lengths are 1.78 Å. In the second B3- site, B3- is bonded in a 9-coordinate geometry to four equivalent Cr3+, three equivalent Fe3+, and two equivalent B3- atoms.
DOI: 10.17188/1682940
title: Materials Data on CrFe3B2 by Materials Project

description: CrFe3B2 is Khatyrkite-derived structured and crystallizes in the orthorhombic Fmm2 space group. The structure is three-dimensional. Cr is bonded in a 7-coordinate geometry to eleven Fe and four equivalent B atoms. There are a spread of Cr–Fe bond distances ranging from 2.32–2.73 Å. All Cr–B bond lengths are 2.20 Å. There are two inequivalent Fe sites. In the first Fe site, Fe is bonded in a 7-coordinate geometry to three equivalent Cr and four equivalent B atoms. All Fe–B bond lengths are 2.18 Å. In the second Fe site, Fe is bonded in a 4-coordinate geometry to four equivalent Cr and four equivalent B atoms. All Fe–B bond lengths are 2.16 Å. B is bonded in a 10-coordinate geometry to two equivalent Cr, six Fe, and two equivalent B atoms. Both B–B bond lengths are 2.09 Å.
DOI: 10.18739/a2pk0738b
title: Arctic Retrogressive Thaw Slumps (ARTS): digitisations of pan-Arctic retrogressive thaw slumps, 1985-2021

description: The Arctic permafrost is undergoing abrupt thawing which positively feedback to climate warming. Retrogressive thaw slumps (RTS) are one of the most disruptive and rapid abrupt thawing events yet not well studied, primarily because the lack of pan-Arctic mapping and automated mapping with deep learning methods requires a large amount of manual digitisations. This data set contains manually digitised polygons of RTS across the Arctic sourced from 25 standalone data sets focusing on different regions of the Arctic (e.g. Siberia of Russia, Northwest territory of Canada, Svalbard of Norway etc). The source data sets were compiled into a uniform data set and added important metadata to provide information about each digitisation. Unique identifiers generated by UUID5 were used to index individual RTS instances. Due to the highly dynamic nature of RTS, frequent changes and additions to the data set are expected, therefore we used Git to track the changes made to the data set in the future and hosted the live version on GitHub. The data set can be used in various of Arctic-related studies, including generating input images for deep-learning model training.
DOI: 10.21234/ac23-ra43
title: IceCube 3 year high statistics neutrino oscillation samples

description: The IceCube Collaboration has published new measurements of neutrino oscillation using 3 years of atmospheric neutrinos from the full sky with reconstructed energies between 5.6 and 56 GeV. Two separate event selections and analyses (A & B) were used and are made available here.
DOI: 10.24432/c5fk5p
title: Dermatology
DOI: 10.25318/3210005301-eng
title: Supply and disposition of food in Canada

description: Supply and disposition of food in Canada by commodity. Data available on an annual basis, in tonnes.
DOI: 10.25346/s6/kfn7ud
title: MFAF Validation Study

description: Data from the modification of the Family Assessment Form, MFAF
DOI: 10.25919/8haz-aa91
title: Marine fishes (from Australia) COI barcode reference library

description: Dataset outlined here represents a DNA barcode reference library of the mtDNA COI from 9767 voucher specimens (representing at least 2220 species and 288 families) of fishes. Physical specimens are mostly maintained and curated by the CSIRO Australian National Fish Collection (ANFC) in Hobart, Australia. Publicly available dataset is from the Barcode of Life Data System and represents 17 years of barcoding from Australian marine waters.
DOI: 10.25984/2001061
title: Wind and Structural Loads on Parabolic Trough Solar Collectors at Nevada Solar One

description: Wind loading is a main contributor to structural design costs of Concentrating Solar Power (CSP) collectors, such as heliostats and parabolic troughs. These structures must resist the mechanical forces generated by turbulent wind. At the same time, the reflector surfaces must exhibit the necessary rigidity to maintain their optimal optical performance in windy conditions. Over two years, NREL conducted comprehensive field measurements of the atmospheric turbulent wind conditions and the resulting structural wind loads on parabolic troughs at the Nevada Solar One (NSO) plant. The measurement set-up included meteorological masts and structural load sensors on four trough rows. Additionally, we commissioned a lidar scanning the horizontal plane over the trough field. This data set catalogs the high-resolution data set characterizing the complex flow field and resulting structural loads on parabolic trough collectors. By providing this first-of-its-kind data set to the CSP community, we aim to enhance the community's understanding of wind-loading experienced by CSP collector structures. This data set will also help design next-generation solar collectors and photovoltaic trackers.
DOI: 10.3886/icpsr08417
title: National Indigent Criminal Defense Survey, 1982
title: Archival Version

description: This survey was conducted to provide national-level data on basic information such as system types, funding sources, costs, and caseloads of indigent defense programs for defense practitioners, policymakers, and planners in the criminal justice system. The goal of the survey was to provide data that could begin to answer questions regarding the nature and scope of indigent service delivery. Specifically, the three basic objectives were to provide descriptive data, to assess the level of response to defense service delivery requirements, and to facilitate further research.
description: Stratified random sample based on county population size, as reported in the 1980 Census of Population.
description: Datasets: DS0: Study-Level Files DS1: County Data DS2: Preliminary Program Data DS3: Conflict Program Data
description: Indigent defense programs in the United States.
DOI: 10.5066/p93vmscl
title: Data and code release: Acute toxicity of TFM to multiple life stages of Obovaria subrotunda, its host (Percina maculata), and a surrogate species (O. olivaria)

description: The risk of lampricide applications (such as 4-Nitro-3-(trifluoromethyl)phenol, TFM) to non-target fauna continues to be a concern within the Great Lakes Fishery Commission sea lamprey control program, especially among imperiled aquatic species—such as native freshwater mussels. The Grand River (Ohio) is routinely treated for larval sea lampreys (Petromyzon marinus) and this river contains populations of the Round Hickorynut mussel (Obovaria subrotunda) which was Federally listed in 2023. Given the spatial overlap between areas treated with TFM and extant populations of O. subrotunda, information on its sensitivity to TFM is needed. This dataset was used to evaluate the acute toxicity of TFM to O. olivaria and O. subrotunda, as well as Percina maculata (host for O. subrotunda glochidia). We found that in acute toxicity tests, the lampricide TFM was not toxic to glochidia and adult mussels at exposure concentrations that exceed typical treatment rates. Although significant dose-response relationships were observed in juveniles and host fish, mortality was ≤5% (P. maculata), ≤7% (O. olivaria), and ≤26% (O. subrotunda) at typical treatment rates. However, the steep slope of these dose-response relationships indicate that a ~20% difference in the treatment level can result in nearly an order of magnitude difference in mortality. Collectively, these data indicate that routine sea lamprey control operations are unlikely to acutely affect these species or their host; however, given that mussels are long-lived (30–100 y), the risks posed by lampricide treatments in the Great Lakes would be further informed by research on the long-term effects of lampricides on imperiled species.
DOI: 10.5066/p9gs9k64
title: 2023 Release - North American Breeding Bird Survey Dataset (1966 - 2022)

description: The 1966-2022 North American Breeding Bird Survey (BBS) dataset contains avian point count data for more than 700 North American bird taxa (species, races, and unidentified species groupings). These data are collected annually during the breeding season, primarily in June, along thousands of randomly established roadside survey routes in the United States and Canada. Routes are roughly 24.5 miles (39.2 km) long with counting locations placed at approximately half-mile (800-m) intervals, for a total of 50 stops. At each stop, a citizen scientist highly skilled in avian identification conducts a 3-minute point count, recording all birds seen within a quarter-mile (400-m) radius and all birds heard. Surveys begin 30 minutes before local sunrise and take approximately 5 hours to complete. Routes are surveyed once per year, with the total number of routes sampled per year growing over time; just over 500 routes were sampled in 1966, while in recent decades approximately 3000 routes have been sampled annually. No data are provided for 2020. BBS field activities were cancelled in 2020 because of the coronavirus disease (COVID-19) global pandemic and observers were directed to not sample routes. In addition to avian count data, this dataset also contains survey date, survey start and end times, start and end weather conditions, a unique observer identification number, route identification information, and route location information including country, state, and BCR, as well as geographic coordinates of route start point, and an indicator of run data quality.
DOI: 10.5281/zenodo.10608362
title: BoreCapture-JGR-Oceans

description: Dataset supporting research submitted to JGR Oceans titled 'Investigations on Bore Capture Modulation on a Macrotidal Beach'.
DOI: 10.5281/zenodo.13253327
title: Atmospheric forcing and OGCM conditions for the year 2019 over the South China Sea

description: The atmospheric forcing (atmospheric_ECMWF_forcing.tar) comes from the 3-hourly output of the ECMWF 1/8o atmospheric analysis.

Initial ocean conditions and lateral ocean boundary conditions are prescribed from the daily outputs of the global ocean 1/12o analysis PSY4QV3R1 from the Copernicus Marine and Environment Monitoring Service (CMEMS) (copernicus_OGCM_forcing.tar).

The data cover the entire year of 2019.
DOI: 10.5281/zenodo.4038749
title: A layer of global potential habitats

description: Potential global distribution, e.g. void of human influence, of habitat types following the IUCN habitat classification system at level 1. To create this layer data on the potential distribution of land cover was intersected with data on climate, elevation and topography. In total 12 classes are mapped based on the decision tree by Jung et al. (2020), with the version number of this layer matching the version of the decision tree by Jung et al. Style file for use in QGIS are supplied. Future versions will include the potential distribution of biomes (https://zenodo.org/record/3526620) as well as potential fractional cover estimates per class. <strong>This layer depicts predictions of potential habitats for a contemporary reference climatology (1970-2015) and not historical habitats lost to land cover and land use change! </strong>An explanation can be found in Hengl et al. (2018). Note that the underlying potential land cover distributions are initial predictions for testing purposes only. A publication explaining all processing steps is pending. Furthermore mapping discrete habitat classes ignores the predicted uncertainty in mapped classes. More details can be found here . <strong>Fileformat:</strong> geoTiff | <strong>Projection:</strong> WGS84<strong> | Resolution:</strong> ~250m | <strong>Extent:</strong> Global
description: Note that this layer or the underlying potential land cover data have not been peer reviewed (as of 09/2020). Use at own risk.
description: {"references": ["Jung, M., Dahal, P.R., Butchart, S.H.M. et al. A global map of terrestrial habitat types. Sci Data 7, 256 (2020). https://doi.org/10.1038/s41597-020-00599-8", "Jung, M. Dahal, P.R., Butchart, S.H.M. et al. (2020). A global map of terrestrial habitat types (Version 003) [Data set]. Zenodo. http://doi.org/10.5281/zenodo.3925749", "Hengl, T., Jung, M, & Visconti, P (2020). Potential distribution of land cover classes (Potential Natural Vegetation) at 250 m spatial resolution (Version v0.1) [Data set]. Zenodo. http://doi.org/10.5281/zenodo.3631254"]}
DOI: 10.5281/zenodo.4770600
title: CIQUAL food composition table 2020, French version

description: The French food composition database is run by CIQUAL in the Observatory of Food, unit of ANSES (the French agency for food, environmental and occupational health safety). These files are in French and provide the composition of 3185 foods for 67 components (e.g.: carbohydrates, individual sugars and starch, proteins, fat and fatty acids, vitamins and minerals, energy...),
description: The present data and information are made available to the public by the French Agency for Food, Environmental and Occupational Health & Safety (ANSES). They must not be reproduced in any form without clear indication of the source: "Anses. 2020. Ciqual French food composition table." or, in more detail, for a scientific publication: "Anses. 2020. Ciqual French food composition table. Retrieved DD/MM/YYYY. https://ciqual.anses.fr/ " An English version of these files is available. More information at https://ciqual.anses.fr/#.
DOI: 10.6084/m9.figshare.24587328
title: Exome-wide MTR scores computed with RGC-ME data for all possible missense variants in canonical transcripts

description: Exome-wide missense tolerance ratio (MTR) scores computed with RGC-ME exome sequencing data for all possible missense variants in canonical transcripts. Coordinates are in hg38. Variants are labeled “uid” and follow the format CHR:POS:REF:ALT. Other fields include: Ensembl v100 transcript ID, gene name, gene ID, exon number, amino acid position (“aa_position”), adjusted tri-nucleotide context mutation rate (“adj_rate”), and protein length. Parameters for computing MTR at each variant include the expected (“synExp” and “misExp”, resulting in the MTR denominator “expMTR”) and observed (“synObs” and “misObs”, resulting in the MTR numerator “obsMTR”) counts of missense and synonymous variants in each 31-codon window centered on possible missense variants exome-wide using data from 822K related individuals. Computed MTR values for all missense variants, p-value from binomial test, and FDR corrected q-value are included. MTRPercentile_exome and MTRPercentile_transcript represent the percentile rank of MTR score across the exome and per transcript, respectively. Regions with long, continuous regions of median MTR=0 as defined by segmentation were removed as likely artifacts stemming from lack of high-quality observed variants. A small number of genes retained MTR=0 segments because there were sufficiently high counts of observed synonymous variants relative to the lack of missense variants.<br>
DOI: 10.6084/m9.figshare.26510089
title: Termination-acidity tailoring of molybdenum carbides for alkaline hydrogen evolution reaction

description: Transition-metal carbides have been advocated as the promising alternatives to noble-metal platinum-based catalysts in electrocatalytic hydrogen evolution reaction over half a century. However, the effectiveness of transition-metal carbides catalyzing hydrogen evolution in high-pH electrolyte is severely compromised due to the lowered proton activity and intractable alkaline-leaching issue of transition-metal centers. Herein, on the basis of validation of molybdenum-carbide model-catalyst system by taking advantage of surface science techniques, we synthesize Mo2C nanospheres with spontaneously formed MoO2 terminations through a feasible carbonization method. By employing a straightforward termination-acidity tailoring engineering using unsaturated penta-coordination Al3+ sites, the as-obtained Al3+-tailoring molybdenum-carbide catalyst demonstrates a superior performance of alkaline hydrogen evolution with a near-zero onset-potential, a low overpotential (40 mV) at a typical current density of 10 mA/cm2, and a small Tafel slope (45 mV/dec), as well as a long-term stability for continuous hydrogen production over 200 h. Comprehensive advanced morphology/spectroscopy characterizations and density functional theory calculations reveal that penta-coordination Al3+ sites play a crucial role in the enhancements of acidity and structural robustness for MoO2 termination, which are identified as responsible for the superior performance of alkaline hydrogen evolution on molybdenum-carbide catalyst. Notably, the abundant bridge-type -Al-OH-Mo- structures serve as strong Brønsted acid sites that accelerate the deprotonation kinetics in alkaline HER process. As all transition-metal compounds are inevitably terminated by oxide covering during synthesis, storage, and catalysis, our termination-acidity tailoring strategy is believed to offer a versatile approach for exploring other forms of low-cost but highly-active catalysts for replacing benchmark Pt catalyst in high-pH electrocatalytic hydrogen production and beyond.