cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/acw6vjqb
title: MNIST and Fashion MNIST

description: The dataset used for MNIST and Fashion MNIST binary classification tasks
DOI: 10.57702/imsmmai8
title: Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings

description: A new automatic algorithm for the diagnosis and grading of sacroiliitis in CT scans as incidental findings, for patients who underwent lower back or abdomen CT scanning as part of their lower back workout.
DOI: 10.57702/iuwcayqm
title: Goal Drift Dataset

description: The Goal Drift Dataset is a collection of triplets (current observation, goal imagination, instruction) from the OpenAI Contractor Gameplay Dataset, used to train the Imaginator.
DOI: 10.57702/x4a80rr1
title: KuaiRec-big

description: The KuaiRec-big dataset is a recommender system dataset jointly released by the University of Science and Technology of China and the Kuaishou Community Science Research Laboratory.
DOI: 10.15468/dl.mxjd7d
title: Occurrence Download

description: A dataset containing 634257 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventario Español de Especies Terrestres (MAGRAMA)"
 ]
}

 The dataset includes 634257 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014080-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apvx42
title: Occurrence Download

description: A dataset containing 3916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus agassizi Bonaparte, 1840",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3916 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014108-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2bucn
title: Occurrence Download

description: A dataset containing 329079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Forsythia suspensa, Rehmannia glutinosa, Solanum nigrum, Artemisia capillaris)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 329079 records from 2259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053730-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pu3rku
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Musophagiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -90,-30 -90,-30 -60,-60 -60,-60 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058908-250920141307145/datasets/export for details.
DOI: 10.15468/dl.y3n9pe
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Niger",
 "Year is 2024",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058910-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6re3r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gaviiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 0,180 0,180 30,150 30,150 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058909-250920141307145/datasets/export for details.
DOI: 10.17632/r63wzsp4b6
title: Data for: Permeability anisotropy and geometrical properties of sealed-microfractures from micro-CT analyses: An open-source implementation.

description: See Readme file
DOI: 10.17632/2r86xr3hsd
title: Data for: Parenteral nutrition: How do patients initiated in the Intensive Care Unit differ from those on the ward?

description: Excel spreadsheet for clinical audit of patients from two hospital sites in Victoria, Australia who were commenced on parenteral nutrition over a 6 month period.
DOI: 10.17632/568zfbn8ry
title: Data for: Two's company, three's a crowd: Individuation is necessary for object recognition

description: The zipped file contains 5 folders, each containing raw data for one experiment. The data (one file per participant) is in .txt format. Also included is an excel file within each folder detailing the variables reported in the data file. Some data analysis scripts (Matlab) are also included.
DOI: 10.17632/5rwywh67gj
title: Data for: Investigating Paleoseismicity Using Fault Scarp Morphology of the Dushanzi Reverse Fault in the Northern Tian Shan, China
DOI: 10.17632/9x4tvbs6z7
title: Appendix III: Whole dataset of 111 SNP markers representing 3 stages of life cycle of bryophytes

description: The whole dataset of 111 SNP markers representing 3 stages of life cycle of bryophytes
DOI: 10.17632/mvt72z5z7b
title: LSTM simulated PDO and Colorado River Datasets (Matlab)

description: Matlab version of the LSTM simulated and observation for Colorado River and PDO
DOI: 10.17632/tcx8x6y366
title: Data for: Digitalization and Regional Competitiveness: A Brief Summary

description: Abstract This manuscript acts solely as a brief and concise summary on the research carried out during the ÚNKP-17-3 New National Excellence Program of the Ministry of Human Capacities in a clear and transparent manuscript format. During my Scholarship the main focus of my research topic revolved around regional competitiveness and various aspects of digitalization, as the latter is a phenomenon which becomes more and more embedded in our everyday lives and is capable of changing society and the economy. From day to day, we learn more about digitalization, and through research, we are able to chart and identify the challenges and core advantages that can come with digitalization on a broader scale in the short and long run as well. What is certain that digitalization is a popular buzzword and a key driver of research, a main focus of professionals of several industries and policymakers alike. Our world is in a transitional phase as we are more and more connected globally with each other. People are able to connect with people and smart devices, and vica versa. We also experience a change in mapping consumer behavior as behavioral economics gain significance and also there is a change in how we handle and analyze enormous amounts of data in the world of Big Data (Zuti 2018a, Hollingworth–Barker 2017, Kovács 2017a, Kovács 2017b, Yoon 2017, Magruk 2016, Manyika et al. 2016, Özköse et al. 2015, Brynjolfsson–McAfee 2012). As our social and economic environments undergo a transitional phase, the mindset related to the structure of society and economy needs to adapt as well to the new conditions (Zuti 2018a, Schwab 2017, Leonhard 2016). Keywords: Regional competitiveness, digitalization, globalization, governments JEL Classification: I23, O31, R11, C18, D80, I20, I25, M10, M20, O18, O20, O30, O32, O35, O40, P25, P48, R10, R50, R58
DOI: 10.17632/xs7k2c62y2
title: Data for: Formation of ordered defect structures in lithium niobate crystals of different chemical composition at non-equilibrium processes of different nature

description: Laser-induced defects in LiNbO3stoich and positive domain after the first etching in the crystal LiNbO3:Cu(0.57):Gd(0.07 wt %) were counted manually in a program Gimp 2.7. A distance from the defect or a domain to the center of laser beam or a laser crater was detected in relative units. Obtained results were treated in Microsoft Excel.
DOI: 10.17632/xvtn7xy84v
title: Dataset 1 edited

description: blah
DOI: 10.17632/4z4n7p5gxt
title: Data for thermal response measurement in C. atrata and H. fuscata (Hemiptera: Cicadidae)
DOI: 10.17632/vb2tx42g5x
title: Data for: The complete mitochondrial genome characteristics analysis of Budorcas taxicolor tibetana (Artiodactyla: Bovidae) and confirm phylogenetic relationships of Budorcas species

description: Supplementary data: Supplementary Figure caption Fig S1. The putative stem–loop secondary structures for the light strand (L-strand) origin of replication sequences and OL sequences of Caprinae. Identical nucleotides are denoted by dots, replacements are indicated by the corresponding nucleotides, and indels are represented by dashes. The beginning OL sequence associated with the transition of RNA synthesis to DNA synthesis is indicated by a left solid box, the ending sequence is indicated by a right solid box, and the stem-loop initiating sequence is indicated by a dashed box. Fig S2. Phylogeny of Budorcas species. A phylogenetic tree inferred from the nucleotide sequences of 13 PCGs and two rRNAs for 45 species using maximum likelihood (ML) Sus scrofa domesticus (NC_012095) was used as the outgroup. The bootstrap values are indicated at nodes as follows: The bootstrap values were based on 1000 replications. Supplementary Table caption Table S1 Details of the species used in this study. Table S2 Results of partitioning and model selection obtained by PartitionFinder. Table S3 Composition and skewness in B. t. tibetana mitochondrial genome. Table S4 Codon usages of 13 PCGs in the mitochondrial genome of B. t. tibetana. Table S5 Composition and skewness in the Caprinae mitochondrial genome.
DOI: 10.17632/xn8w2jsmky
title: Data for: The ecological rationality of helping others: Potential helpers integrate cues of recipients’ need and willingness to sacrifice

description: Dataset
DOI: 10.17632/63t8dt3mc9
title: Data for: A Spin Glass State in Ba3TiRu2O9

description: The magnetic properties of Ba3TiRu2O9 , whose crystal structure is based on stacked triangular planar lattices of MO6 dimers and single MO6 octahedra, are reported. The system is magnetically disturbed by a substantial amount of Ti/Ru chemical disorder. The Weiss temperature and effective magnetic moment were found to be -29.5 K and 1.82 μB/f.u. respectively, and a bifurcation in the zero field cooled and field cooled magnetic susceptibility is observed below 4.7 K, suggesting that this is a compositionally-disordered spin-glass system. The material is a semiconductor with an activation energy for charge transport of approximately 0.14 eV.
DOI: 10.17632/4hmrm8s5m7
title: Data for: Improving sustainability of building spaces emphasizing work efficiency only: Human comfort and energy savings for warehouses

description: This data was derived from a neural network model for a study for building spaces emphasizing work efficiency only to improve both thermal comfort and energy efficiency in warehouses through the network based real-time analysis.
DOI: 10.17632/mm5h9fj4wt
title: Data for: Secondary metabolites from lichen as potent inhibitors of advanced glycation end products and vasodilative agents

description: This file contains supplementary material such as raw data for some of the experiments (vasoldilation assay). It further contains structural information and a synthetic protocol of compounds 38-42
DOI: 10.17632/nbcp5xd95h
title: Consumer reviews - TripAdvisor - Ceará-BR

description: Consumer reviews of hotels located in the state of Ceará, Brazil, posted on TripAdvisor.
DOI: 10.17632/vd98rrh29h
title: The Effect of SiC Content on the Tribocorrosion Performance of SPS Produced Al-SiC Nanocomposites.

description: The research data includes the chronopotentiometry graph of the composites during tribocorrosion testing. The graph depicts the surface states of the composites during the interplay of wear and corrosion. From the respective images of the graphs, the galvanic coupling setups between the worn and worn areas can be deduced from the sudden shift of potentials as soon as the load was applied. After which the composites showed another shift to the more anodic region owing the role played by the reinforcement amongst others such supporting effect and increase of the hardness property of the composites. Furthermore, the SEM analysis of the wear track of the composites after tribocorrosion testing clearly shows the severe delamination and pull out of parts of the formed layer of the unreinforced aluminium matrix compared to that of the composites. On the composites, the formation of reaction products comprising of the reinforcement and the matrix led to the reduction of the coefficient of friction of the composites compared to that of the unreinforced alloy. It was also observed that the counter body used also deteriorated during the testing and led to the contamination of the wear track in all the samples tested.
DOI: 10.17632/37xmnhk6wb
title: Syria in the Dark - Replication Data

description: Replication data for "Syria in the Dark: Estimating the Economic Consequences of the Civil War through Satellite-Derived Night-Time Lights" by Giorgia Giovannetti and Elena Perra. The paper uses satellite derived night time lights to estimate the Syrian GDP damages due to the Civil War of 2011-onwards. We find higher damages than those reported by official statistics. We provide projections for long-term GDP recovery.
DOI: 10.17632/b4rpgwwhjp
title: MEDRRomania

description: The empirical study is based on panel data, in order to demonstrate the determinants of the remittance inflows, from the states where Romanian migrant workers sent more than 1% of Romania's total remittances during the period 2010-2017
DOI: 10.17632/cyy9m2cytv
title: Analysis of I-Xe data to understand debris disk dissipation.

description: A macro-enabled microsoft excel workbook with calculations for results presented in Gilmour, J.D., Filtness, M.J., 2019. Dissipation of the Solar System’s debris disk recorded in primitive meteorites. Nature Astronomy. Published online 25th February 2019 DOI 10.1038/s41550-019-0696-0 Viewable at https://rdcu.be/borV8
DOI: 10.17632/nphcty6yp8
title: A heuristic to determine the initial gravitational constant of the GSA

description: These files are the results of the experiments cited in the paper A heuristic to determine the initial gravitational constant of the GSA, which presentes the gravitational search algorithm with normalized gravitational constant (GSA-NGC). Thirteen benchmark functions were used in these experiments, seven unimodal functions (1-7) and six multimodal functions (8-13): 1. Sphere 2. Schwefel 2.22 3. Schwefel 1.2 4. Schwefel 2.21 5. Rosenbrock 6. Step 7. Quartic 8. Schwefel 2.26 9. Rastrigin 10. Ackley 11. Griewank 12. Penalized 1 13. Penalized 2 Each file is the result of 30 runs of a gravitational search algorithm on a benchmark function. Five series of experiments were conducted: * Experiments varying the initial gravitational constant of GSA (SGSA G0) in the values 1, 10, 100, 1000 and 10000. * Experiments varying the constant beta of the GSA-NGC (GSA-NGC Beta) in the values 0.125, 0.25, 0.5, 1, 2, 4 and 8. * Experiments comparing SGSA and GSA-NGC in a relatively small search space (Search Space Small), each dimension of which is 100 times smaller than the original; * Experiments comparing SGSA and GSA-NGC in a relatively big search space (Search Space Big), each dimension of which is 100 times bigger than the original; and * Experiments comparing SGSA and GSA-NGC in a irregular search space (Search Space Irregular), each dimension of which is a power of ten times the original. The parameters used in these experiments were: number of iterations T=1000, number of particles P=50 (for the first four series) and P=31 (for the last series), number of dimensions D=30 (for the first four series) and D=11 (for the last series), with alpha=20 and using the elitist strategy. These results are also shown in the pdfs. These experiments are further described in the paper. All results can be loaded in Octave using the load function.
DOI: 10.17632/sgxzbgw48b
title: Growth and population dynamic of Epinephelus fuscoguttatus

description: 1. Fish growth of Epinephelus fuscoguttatus from 10 and 15 cm in Karimunjawa Islands 2. Population dynamic of E. fuscoguttatus from 10 and 15 cm with several scenarios
DOI: 10.17632/yc6hxn76hv
title: Data for: Microstructural degradation of UN and UN-UO2 composites in hydrothermal oxidation conditions

description: X-ray diffraction data
DOI: 10.17632/6mdmym9bkz
title: Supplemental Online Repository - Idiopathic Pulmonary Fibrosis: Registration of extracellular matrix components comprising the fibroblastic focus

description: These data files are the distribution of ECM components used to characterize the hallmark lesion in Idiopathic Pulmonary Fibrosis (IPF) for a manuscript submission Herrera et al. (2019) JCI Insights.
DOI: 10.17632/rhwddjjyst
title: Data for: Geometric analysis and constrained optimization of woven z-pinned composites for maximization of elastic properties

description: The previous version of data is not suitable for the published paper because the number of figures has been changed after revisions. Data for final published article will be made available on request.
DOI: 10.17632/2vbsncpw7g
title: Data for: Evidence of secondary sulfate production in the mineral soil of a temperate forested catchment in southern Québec, Canada.

description: This excel file contains SO4 concentrations as well as SO4 stable isotopes values (delta18O-SO4 and delta 34S-SO4) in precipitation and soil water collected with lysimeters at different depths (humus, top B and low B horizons) at a forest catchment in southern Quebec, Canada.
DOI: 10.17632/3mddz99wsr
title: Micromechanical Response Quantification using High-energy X-rays during Phase Transformations in Additively Manufactured 17-4 Stainless Steel

description: Processed strain and intensity pole figure data from additively manufactured and wrought 17-4 stainless steel specimens.
DOI: 10.17632/8w33bpm6dj
title: HiggsBounds 2.0.0: Confronting neutral and charged Higgs sector predictions with exclusion bounds from LEP and the Tevatron

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract HiggsBounds 2.0.0 is a computer code which tests both neutral and charged Higgs sectors of arbitrary models against the current exclusion bounds from the Higgs searches at LEP and the Tevatron. As input, it requires a selection of model predictions, such as Higgs masses, branching ratios, effective couplings and total decay widths. HiggsBounds 2.0.0 then uses the expected and observed topological cross section limits from the Higgs searches to determine whether a given parameter scenario of a... Title of program: HiggsBounds Catalogue Id: AEFF_v2_0 Nature of problem Determine whether a parameter point of a given model is excluded or allowed by LEP and Tevatron neutral and charged Higgs boson search results. Versions of this program held in the CPC repository in Mendeley Data AEFF_v1_0; HiggsBounds; 10.1016/j.cpc.2009.09.003 AEFF_v2_0; HiggsBounds; 10.1016/j.cpc.2011.07.015
DOI: 10.17632/x922cx64bz
title: Data for: Pros and cons of coating layered double hydroxide nanoparticles with polyacrylate
DOI: 10.17632/xnwncxpw42
title: CWL run of RNA-seq Analysis Workflow (CWLProv 0.5.0 Research Object)

description: This workflow adapts the approach and parameter settings of Trans-Omics for precision Medicine (TOPMed). The RNA-seq pipeline originated from the Broad Institute. There are in total five steps in the workflow starting from: 1. Read alignment using STAR which produces aligned BAM files including the Genome BAM and Transcriptome BAM. 2. The Genome BAM file is processed using Picard MarkDuplicates producing an updated BAM file containing information on duplicate reads (such reads can indicate biased interpretation). 3. SAMtools index is then employed to generate an index for the BAM file, in preparation for the next step. 4. The indexed BAM file is processed further with RNA-SeQC which takes the BAM file, human genome reference sequence and Gene Transfer Format (GTF) file as inputs to generate transcriptome-level expression quantifications and standard quality control metrics. 5. In parallel with transcript quantification, isoform expression levels are quantified by RSEM. This step depends only on the output of the STAR tool, and additional RSEM reference sequences. For testing and analysis, the workflow author provided example data created by down-sampling the read files of a TOPMed public access data. Chromosome 12 was extracted from the Homo Sapien Assembly 38 reference sequence and provided by the workflow authors. The required GTF and RSEM reference data files are also provided. The workflow is well-documented with a detailed set of instructions of the steps performed to down-sample the data are also provided for transparency. The availability of example input data, use of containerization for underlying software and detailed documentation are important factors in choosing this specific CWL workflow for CWLProv evaluation. This dataset folder is a CWLProv Research Object that captures the Common Workflow Language execution provenance, see https://w3id.org/cwl/prov/0.5.0 or use https://pypi.org/project/cwl
DOI: 10.17632/555xnzgnjh
title: Sharing electronic structure and crystallographic data with ETSF_IO

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract We present a library of routines whose main goal is to read and write exchangeable files (NetCDF file format) storing electronic structure and crystallographic information. It is based on the specification agreed inside the European Theoretical Spectroscopy Facility (ETSF). Accordingly, this library is nicknamed ETSF_IO. The purpose of this article is to give both an overview of the ETSF_IO library and a closer look at its usage. ETSF_IO is designed to be robust and easy to use, close to Fort... Title of program: ETSF_IO Catalogue Id: AEBG_v1_0 Nature of problem Store and exchange electronic structure data and crystallographic data independently of the computational platform, language and generating software. Versions of this program held in the CPC repository in Mendeley Data AEBG_v1_0; ETSF_IO; 10.1016/j.cpc.2008.05.007
DOI: 10.17632/tb3tsvwz7r
title: Data for: Pore structure evolution of low-rank coal in China

description: Mineral composition of the sample, data were obtained by XRD analysis and calculated the Rietveld quantitative XRD method.
DOI: 10.17632/vjg2gcmkgn
title: Data for: How Connected Are the U.S. Regional Natural Gas Markets in the Post-Deregulation Era? Evidence from Time-Varying Connectedness Analysis

description: The data contains the regional natural gas prices used in the analysis