cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5660500
title: Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles - English and Spanish neighborhood sub-graphs

description: Two language-specific sub-graphs (English and Spanish) based on the ConceptNet Knowledge Graph. These two files are required to run the code for reproducing the results reported in the paper "Zero-Shot Information Extraction to Enhancea Knowledge Graph Describing Silk Textiles" at the LaTeCH-CLfL 2021 workshop co-located with EMNLP 2021.
DOI: 10.15468/zpsqq9
title: Orobanche rumseiana A. Pujadas & P. Fraga (Orobanchaceae), a new species from the Balearic Islands

description: This dataset contains the digitized treatments in Plazi based on the original journal article Pujadas-Salvà, Antonio J., Arguimbau, Pere Fraga I (2012): Orobanche rumseiana A. Pujadas & P. Fraga (Orobanchaceae), a new species from the Balearic Islands. Candollea 67 (1): 65-74, DOI: 10.15553/c2012v671a9
DOI: 10.6084/m9.figshare.17086586
title: Analysing the role of Indigenous Design in Social Impact for Africa (Responses).xlsx

description: Response from a survey carried out to support research on a study to analyze the role of indigenous design in designing products for social impact
DOI: 10.6084/m9.figshare.17086526.v1
title: RNA seq data1

description: long RNA fraction (index 2)<br>
DOI: 10.5281/zenodo.5730257
title: Solanum medicagineum SPAdes preassembly

description: .
DOI: 10.5281/zenodo.5730256
title: Solanum medicagineum SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.17086526
title: RNA seq data1

description: long RNA fraction (index 2)<br>
DOI: 10.6084/m9.figshare.17086526.v3
title: RNA seq data1

description: long RNA fraction (index 2)<br>
DOI: 10.6084/m9.figshare.17086526.v2
title: RNA seq data1

description: long RNA fraction (index 2)<br>
DOI: 10.5281/zenodo.5730294
title: Phase Field Simulation of Morphotropic phase boundary of relaxor ferroelectrics

description: Phase-field simulation of a mixed system of Tetragonal and Rhombohedral phases representing the morphotropic phase boundary of relaxor ferroelectrics
description: ReadMe file updated
DOI: 10.5281/zenodo.5727550
title: Phase Field Simulation of Morphotropic phase boundary of relaxor ferroelectrics

description: Phase-field simulation of a mixed system of Tetragonal and Rhombohedral phases representing the morphotropic phase boundary of relaxor ferroelectrics
description: ReadMe file updated
DOI: 10.5281/zenodo.5730295
title: Long reads training material for 'Quality Control' tutorial (Galaxy Training Material)

description: The data provided here are part of a Galaxy Training Network tutorial for reads Quality Control. PacBio HiFi reads were provided by PacBio - GIAB sample HG002 (https://www.pacb.com/smrt-science/smrt-resources/datasets/) and was downsampled using seqtk (https://github.com/lh3/seqtk) Nanopore reads were provided by Tim Kahlke as part of "Long-Read, long reach Bioinformatics Tutorials" (https://timkahlke.github.io/LongRead_tutorials/) and was basecalled using Guppy v5.0.2 (dna_r9.4.1_450bps_sup.cfg).
DOI: 10.5281/zenodo.5720491
title: Long reads training material for 'Quality Control' tutorial (Galaxy Training Material)

description: The data provided here are part of a Galaxy Training Network tutorial for reads Quality Control. PacBio HiFi reads were provided by PacBio - GIAB sample HG002 (https://www.pacb.com/smrt-science/smrt-resources/datasets/) and was downsampled using seqtk (https://github.com/lh3/seqtk) Nanopore reads were provided by Tim Kahlke as part of "Long-Read, long reach Bioinformatics Tutorials" (https://timkahlke.github.io/LongRead_tutorials/) and was basecalled using Guppy v5.0.2 (dna_r9.4.1_450bps_sup.cfg).
DOI: 10.5281/zenodo.4752308
title: Additional Data to "A Challenge for Contrastive L1/L2 Corpus Studies"

description: Additional plots and data to the paper "A Challenge for Contrastive L1/L2 Corpus Studies: Large Inter- and Intra-Individual Variation Across Morphological, but Not Global Syntactic Categories in Task-Based Corpus Data of a Homogeneous L1 German Group", published in Frontiers of Psychology on Nov 25th, 2021.<br> <br> This repository contains the Falko data and additional plots of the individual distributions of morphological noun classes, frequent dependency types, and parts of speech in the Falko data. The Kobalt data discussed in the paper can be found in Shadrova (2021).
description: {"references": ["Shadrova, A., Linscheid, P., Lukassek, J., L\u00fcdeling, A., & Schneider, S. (2021). A Challenge for Contrastive L1/L2 Corpus Studies: Large Inter- and Intra-Individual Variation Across Morphological, but Not Global Syntactic Categories in Task-Based Corpus Data of a Homogeneous L1 German Group. Frontiers in Psychology, 12, 5267. doi:10.3389/fpsyg.2021.716485", "Shadrova, A. (2021). Kobalt: Extension Corpus and Annotation Guidelines for Verb Classification and Dependency Adjustments. doi:10.5281/zenodo.5730224 [dataset]"]}
DOI: 10.5281/zenodo.4752307
title: Additional Data to "A Challenge for Contrastive L1/L2 Corpus Studies"

description: Additional plots and data to the paper "A Challenge for Contrastive L1/L2 Corpus Studies: Large Inter- and Intra-Individual Variation Across Morphological, but Not Global Syntactic Categories in Task-Based Corpus Data of a Homogeneous L1 German Group", published in Frontiers of Psychology on Nov 25th, 2021.<br> <br> This repository contains the Falko data and additional plots of the individual distributions of morphological noun classes, frequent dependency types, and parts of speech in the Falko data. The Kobalt data discussed in the paper can be found in Shadrova (2021).
description: {"references": ["Shadrova, A., Linscheid, P., Lukassek, J., L\u00fcdeling, A., & Schneider, S. (2021). A Challenge for Contrastive L1/L2 Corpus Studies: Large Inter- and Intra-Individual Variation Across Morphological, but Not Global Syntactic Categories in Task-Based Corpus Data of a Homogeneous L1 German Group. Frontiers in Psychology, 12, 5267. doi:10.3389/fpsyg.2021.716485", "Shadrova, A. (2021). Kobalt: Extension Corpus and Annotation Guidelines for Verb Classification and Dependency Adjustments. doi:10.5281/zenodo.5730224 [dataset]"]}
DOI: 10.5281/zenodo.5729196
title: Genotyping and phenotyping data for Genome-wide analyses of body fat reserves in ewes

description: <strong>Among the adaptive capacities of animals, the management of energetic body reserves (BR) through the BR mobilization and accretion processes (BR dynamics, BRD) has become an increasingly valuable attribute for livestock sustainability, allowing animals to cope with more variable environments. BRD has previously been reported to be heritable in ruminants. In the present study, we conducted genome-wide studies (GWAS) in sheep to determine genetic variants associated with BRD. BR levels and BR changes over time were obtained through body condition score measurements at eight physiological stages throughout each productive cycle in Romane ewes (n=1034) and were used as phenotypes for GWAS. After quality controls and imputation, 48,513 single nucleotide polymorphisms (SNP) were included in the GWAS. Among the QTLs identified, a major QTL associated with BR levels during pregnancy and lactation was identified on chromosome 1. In this region, several significant SNPs mapped to the leptin receptor gene (LEPR), among which one SNP mapped to the coding sequence. The point mutation induces the p.P1019S substitution in the cytoplasmic domain, close to tyrosine phosphorylation sites. The frequency of the SNP associated with increased BR levels was 32%, and the LEPR genotype explained up to 5% of the variance of the trait. These results provide strong evidence for involvement of LEPR in the regulation of BRD in sheep and highlight it as a major candidate for improving adaptive capacities.</strong>
description: Data files are provided in Plink format ( https://www.cog-genomics.org/plink).
DOI: 10.34740/kaggle/dsv/2856210
title: Indian Super League
DOI: 10.5281/zenodo.5720628
title: Dataset for Co-substituted BiFeO3: thermodynamic, electronic and ferroelectric properties from first principles

description: Data files related to the publication<em><strong> Co-substituted BiFeO<sub>3</sub>: thermodynamic, electronic and ferroelectric properties from first principles</strong></em>. The paper is yet to be submitted. The dataset includes, (i) VASP input/output files for electronic structure and polarization calculations and (ii) GULP files for the thermodynamic study.
DOI: 10.5281/zenodo.5720627
title: Dataset for Co-substituted BiFeO3: thermodynamic, electronic and ferroelectric properties from first principles

description: Data files related to the publication<em><strong> Co-substituted BiFeO<sub>3</sub>: thermodynamic, electronic and ferroelectric properties from first principles</strong></em>. The paper is yet to be submitted. The dataset includes, (i) VASP input/output files for electronic structure and polarization calculations and (ii) GULP files for the thermodynamic study.
DOI: 10.5525/gla.researchdata.1219
title: Anonymised raw Schistosoma mansoni and host ABO blood group data for: Francoeur et al. ABO blood group do not predict Schistosoma mansoni infection profiles in highly endemic villages of Uganda

description: Raw anonymised Schistosoma mansoni and human host ABO blood group dataset from school-aged children, aged 6-14, from three high endemicity villages in Mayuge District Uganda. Data include age, sex, height, weight, village, date, timepoint pre and post treatment with praziquantel and albendazole, up to three days per timepoint of duplicate Kato-Katz slides with infection intensity data for S. mansoni and soil-transmitted helminth infections, including hookworm, Ascaris lumbricoides, Trichuris trichiura, Hymenolepis nana, and Enterobius vermicularis, recorded, and ABO and Rhesus positive or negative blood group type.
DOI: 10.15468/hcrkn9
title: Horolodectidae: a new family of unusual eutherians (Mammalia: Theria) from the Palaeocene of Alberta, Canada

description: This dataset contains the digitized treatments in Plazi based on the original journal article Scott, Craig S. (2019): Horolodectidae: a new family of unusual eutherians (Mammalia: Theria) from the Palaeocene of Alberta, Canada. Zoological Journal of the Linnean Society 185: 431-458, DOI: 10.1093/zoolinnean/zly040
DOI: 10.15468/g237c7
title: Description du fruit de Tabernaemontana capuronii Leeuwenb. (Apocynaceae), 40 ans après la découverte de l’espèce

description: This dataset contains the digitized treatments in Plazi based on the original journal article Allorge, Lucile, Lehavan, Adolphe (2012): Description du fruit de Tabernaemontana capuronii Leeuwenb. (Apocynaceae), 40 ans après la découverte de l’espèce. Candollea 67 (1): 139-141, DOI: 10.15553/c2012v671a14
DOI: 10.5517/ccdc.csd.cc28crv8
title: CCDC 2096680: Experimental Crystal Structure Determination

description: Related Article: Tim Görlich, Daniel S. Frost, Nico Boback, Nathan T. Coles, Birger Dittrich, Peter Müller, William D. Jones, Christian Müller|2021|J.Am.Chem.Soc.|143|19365|doi:10.1021/jacs.1c07370
DOI: 10.5281/zenodo.5730009
title: NEMA phantom 2min and 60 min acquistion with Raytest ClearPET

description: NEMA phantom files from Raytest ClearPET camera. 2min acquisition and 60 min acquisition coincidences sinograms reconstructed image
DOI: 10.5281/zenodo.5730008
title: NEMA phantom 2min and 60 min acquistion with Raytest ClearPET

description: NEMA phantom files from Raytest ClearPET camera. 2min acquisition and 60 min acquisition coincidences sinograms reconstructed image
DOI: 10.5281/zenodo.5606982
title: Typical & Extreme Meteorological Year and Heatwaves for Dynamic Building Simulations in Belgium based on MAR model Simulations

description: This dataset contains 3 types of files for 12 cities (v.1.0) in Belgium: Typical Meteorological Year Extreme Meteorological Year Heatwave Events These files were produced from simulations of the MAR model forced by the ERA5 reanalyses over the period 1980-2020 but also by 3 ESMs from the CMIP6 database, namely BCC-CSM2-MR, MPI-ESM.1.2, and MIROC6 over the period 1980-2100. The available data for version 1.0 concerns 12 cities in Belgium but may be increased in future versions of this dataset. A detailed description of the methods used has been submitted as an article in the ESSD journal (S. Doutreloup et al., Historical and Future Weather Data for Dynamic Building Simulations in Belgium using the MAR model: Typical & Extreme Meteorological Year and Heatwaves, Earth Syst. Sci. Data, 2021).
DOI: 10.5281/zenodo.5546598
title: Impact of declining renewable energy costs on electrification in low emission scenarios - Scenario Data

description: This data archive contains model runs and data analysis files to the research article <strong>Impact of declining renewable energy costs on electrification in low emission scenarios</strong> by<br> <em>Gunnar Luderer, Silvia Madeddu, Leon Merfort, Falko Ueckerdt, Michaja Pehl, Robert Pietzcker, Marianna Rottoli, Felix Schreyer, Nico Bauer, Lavinia Baumstark, Christoph Bertram, Alois Dirnaichner, Florian Humpenöder, Antoine Levesque, Alexander Popp, Renato Rodrigues, Jessica Strefler, Elmar Kriegler</em> forthcoming in <em>Nature Energy (2021).</em> <em><strong>ModelRuns </strong></em>(directory) contains all model runs of the scenarios underlying the paper. <em><strong>DataAnalysis </strong></em>(directory) contains all RMarkDown-Notebooks that were used for the data analysis and the generation of the figures of the paper. <em><strong>ScenarioNames.pdf</strong></em> contains the mapping from scenario names used in the paper to the model experiment names (in the directory ModelRuns).<br> <br> <em><strong>ScenarioData_IAMC_Format.xlsx </strong></em>contains the scenario output date in the generic IAMC-format (https://data.ene.iiasa.ac.at/database/) as submitted to the IPCC-AR6-database (https://iiasa.ac.at/web/home/research/researchPrograms/Energy/200513_IPCCwebinar.html)
DOI: 10.5281/zenodo.5546597
title: Impact of declining renewable energy costs on electrification in low emission scenarios - Scenario Data

description: This data archive contains model runs and data analysis files to the research article <strong>Impact of declining renewable energy costs on electrification in low emission scenarios</strong> by<br> <em>Gunnar Luderer, Silvia Madeddu, Leon Merfort, Falko Ueckerdt, Michaja Pehl, Robert Pietzcker, Marianna Rottoli, Felix Schreyer, Nico Bauer, Lavinia Baumstark, Christoph Bertram, Alois Dirnaichner, Florian Humpenöder, Antoine Levesque, Alexander Popp, Renato Rodrigues, Jessica Strefler, Elmar Kriegler</em> forthcoming in <em>Nature Energy (2021).</em> <em><strong>ModelRuns </strong></em>(directory) contains all model runs of the scenarios underlying the paper. <em><strong>DataAnalysis </strong></em>(directory) contains all RMarkDown-Notebooks that were used for the data analysis and the generation of the figures of the paper. <em><strong>ScenarioNames.pdf</strong></em> contains the mapping from scenario names used in the paper to the model experiment names (in the directory ModelRuns).<br> <br> <em><strong>ScenarioData_IAMC_Format.xlsx </strong></em>contains the scenario output date in the generic IAMC-format (https://data.ene.iiasa.ac.at/database/) as submitted to the IPCC-AR6-database (https://iiasa.ac.at/web/home/research/researchPrograms/Energy/200513_IPCCwebinar.html)
DOI: 10.17632/mcnpsgyfwy.1
title: Fractions LCA

description: Fraction LCA dataset for manuscript
DOI: 10.17632/zs7jvzwgyr.1
title: Text Reviews in banking ML Models

description: Models for determining the sentiment analysis of text reviews for subsequent improvement of the company's service. Moreover, this service can be extrapolated from the banking sector to insurance and any sphere where there is a reflection of users, as well as the existence of a platform for posting reviews and the availability of reviews themselves (according to the principle of the more reviews, the better).
The service will allow you to find the causes of negativity and give them both a social and economic assessment.
Models are applicable only to the Russian-speaking community, since the models were trained on Russian semantics.

Model weights (CNN) stored in files: cnn-frozen-embeddings-08-0.94.hdf5 and n-trainable-03-0.94.hdf5 (CNN with frozen embedding layer, and defrosted retrained, respectively)
responses_model.w2v, w2v_xgboost.w2v - saved Word2Vec models of reviews.
xgb_model.pickle and nn_model.pickle are trained models.
DOI: 10.17632/xfnk979b6z.1
title: Supplementary Data: Pilot Survey of Clinical Ethical Issues among Paediatricians in Nigeria

description: Supplementary table and Questionnaire of an online pilot survey of Paediatricians (fellows and residents) in clinical practice in Nigeria.
DOI: 10.17632/678jc5nxxv.1
title: Table: Analysis of Russian fire safety codes for regulatory gaps in the design of public and private LNG refueling stations in 2021 (in Russian)

description: Analysis of the main regulatory documents of the Russian Federation in the field of fire safety for regulatory gaps and more stringent requirements for the design of public and private LNG refueling stations, as compared to international and foreign standards.
DOI: 10.17638/datacat.liverpool.ac.uk/1546
title: Syntheses and Charge Transport through 2,7– and 4,9–Dialkynyldihydropyrene Molecular Switches
DOI: 10.15468/q5t8kb
title: Origin and evolution of turiasaur dinosaurs set by means of a new ‘ rosetta’ specimen from Spain

description: This dataset contains the digitized treatments in Plazi based on the original journal article Royo-Torres, Rafael, Cobos, Alberto, Mocho, Pedro, Alcalá, Luis (2021): Origin and evolution of turiasaur dinosaurs set by means of a new ‘ rosetta’ specimen from Spain. Zoological Journal of the Linnean Society 191: 201-227, DOI: 10.1093/zoolinnean/zlaa091
DOI: 10.5281/zenodo.5730395
title: Metadata of "Incorporating a molecular antenna in diatom microalgae cells enhances photosynthesis"

description: Metadata of "Incorporating a molecular antenna in diatom microalgae cells enhances photosynthesis"
DOI: 10.5281/zenodo.5730394
title: Metadata of "Incorporating a molecular antenna in diatom microalgae cells enhances photosynthesis"

description: Metadata of "Incorporating a molecular antenna in diatom microalgae cells enhances photosynthesis"
DOI: 10.17638/datacat.liverpool.ac.uk/1513
title: Bias modulation data for Verdazyl and Tetrazine single-molecule junctions

description: See README
DOI: 10.5281/zenodo.5704755
title: Data repository for "Lockdown impact on age-specific contact patterns and behaviours, France, April 2020"

description: Aggregated contact matrices associated with the publication "Lockdown impact on age-specific contact patterns and behaviours, France, April 2020" .
description: The column "Count_ind" in the matrices for Home, Work, Transport, Shops, and Otherplaces indicates the number of participants used to calculate the mean number of contacts in the corresponding row. The age class of the participants is indicated in the column "classe_age."
DOI: 10.5281/zenodo.5704754
title: Data repository for "Lockdown impact on age-specific contact patterns and behaviours, France, April 2020"

description: Aggregated contact matrices associated with the publication "Lockdown impact on age-specific contact patterns and behaviours, France, April 2020" .
description: The column "Count_ind" in the matrices for Home, Work, Transport, Shops, and Otherplaces indicates the number of participants used to calculate the mean number of contacts in the corresponding row. The age class of the participants is indicated in the column "classe_age."
DOI: 10.26302/sshade/experiment_op_20201223_001
title: Vis-NIR reflectance spectra of H2O ice with varying grain sizes (70-1060µm), shapes (spherical or irregular) and three mixtures, from 70 to 220 K

description: We measured the reflectance spectra (from 0.4 to 4.2 µm) of water ice particles of varying sizes (from 70 to 1060 µm), shapes (spherical or irregular grains), and three mixtures of ~70 and ~1060 µm grains, at different temperatures from 70 to 220 K.
DOI: 10.5281/zenodo.4659037
title: Uruguay Wasterwater Sample LEA MAG1

description: A Metagenome assembled Genome (MAG) of the candidate phylum Saccharibacteria from an aerated lagoon (LEA) sample of an Uruguay Waster Water treatment plant. The only MAG from that metagenome that corresponds to a CAG (combined single amplified genome) from the same sample, mentioned in the publication "<strong>Printing Microbial Dark Matter: Using Single Cell Dispensing and Genomics to Investigate the </strong><strong>Patescibacteria/</strong><strong>Candidate Phyla Radiation" </strong>by Wiegand et al.
description: {"references": ["Wiegand, Sandra et al. (2021). Printing Microbial Dark Matter: Using Single Cell Dispensing and Genomics to Investigate the Patescibacteria/Candidate Phyla Radiation. Frontiers in Microbiology. DOI=10.3389/fmicb.2021.635506"]}
DOI: 10.5281/zenodo.4659036
title: Uruguay Wasterwater Sample LEA MAG1

description: A Metagenome assembled Genome (MAG) of the candidate phylum Saccharibacteria from an aerated lagoon (LEA) sample of an Uruguay Waster Water treatment plant. The only MAG from that metagenome that corresponds to a CAG (combined single amplified genome) from the same sample, mentioned in the publication "<strong>Printing Microbial Dark Matter: Using Single Cell Dispensing and Genomics to Investigate the </strong><strong>Patescibacteria/</strong><strong>Candidate Phyla Radiation" </strong>by Wiegand et al.
description: {"references": ["Wiegand, Sandra et al. (2021). Printing Microbial Dark Matter: Using Single Cell Dispensing and Genomics to Investigate the Patescibacteria/Candidate Phyla Radiation. Frontiers in Microbiology. DOI=10.3389/fmicb.2021.635506"]}
DOI: 10.5281/zenodo.5730393
title: Don't put all your eggs in one leaf-roll: a network analysis of candy-striped spider leaf preferences for egg deposition

description: "Enoplognatha leaf choice.R" - R script for all analyses and figures for the manuscript. "Enop_LeafENNR_EnopChoice.csv" - Interaction matrix showing the leaves selected by each individual candy-striped spider. "Enop_LeafENNR_PlantComm.csv" - Proportional plant community composition in each quadrat within which candy-striped spiders were found. "Enop_LeafTSENNR_EnopChoice.csv" - Interaction matrix showing the tropho-species selected by each individual candy-striped spider. "Enop_LeafENNR_PlantComm.csv" - Proportional plant tropho-species community composition in each quadrat within which candy-striped spiders were found. "Enop_SNRENNR_EnopChoice.csv" - Interaction matrix showing the semi-natural habitats selected by each individual candy-striped spider. "Enop_SNRENNR_SNRs.csv" - Matrix equally representing the semi-natural habitats as the number of quadrats surveyed in each. "Leaf traits.csv" - The leaf trait data used to cluster leaves into tropho-species. "leaf.incidence.csv" - The number of candy-striped spiders that interacted with each plant species for assessment of interaction diversity and completeness. "Site Map.csv" - Latitude and longitude of the ten sampling sites used in this study. "TS plotting order.csv" - A file used to set the plotting order of tropho-species in a bipartite plot.