cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3998437
title: [Dataset] Expanding the Number of Reviewers in Open-Source Projects by Recommending Appropriate Developers

description: A rich collection of review and development data, including information about reviewers, developers and their<br> commits within five large ASF projects and four Gerrit communities.
DOI: 10.5281/zenodo.3998436
title: [Dataset] Expanding the Number of Reviewers in Open-Source Projects by Recommending Appropriate Developers

description: A rich collection of review and development data, including information about reviewers, developers and their<br> commits within five large ASF projects and four Gerrit communities.
DOI: 10.15468/4zrtbr
title: Metapogonia snizeki sp. nov. and a previously unknown female of M. elgonensis (Burgeon, 1945) (Coleoptera, Scarabaeidae, Melolonthinae, Diplotaxini)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bezdek, Ales (2020): Metapogonia snizeki sp. nov. and a previously unknown female of M. elgonensis (Burgeon, 1945) (Coleoptera, Scarabaeidae, Melolonthinae, Diplotaxini). ZooKeys 963: 131-140, DOI: http://dx.doi.org/10.3897/zookeys.963.54714, URL: http://dx.doi.org/10.3897/zookeys.963.54714
DOI: 10.15468/kt7wwn
title: Taxonomic revision of the Afrotropical Agabus raffrayi species group with the description of four new species (Coleoptera, Dytiscidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Englund, William F., Njoroge, Laban, Bistroem, Olof, Miller, Kelly B., Bilton, David T., Bergsten, Johannes (2020): Taxonomic revision of the Afrotropical Agabus raffrayi species group with the description of four new species (Coleoptera, Dytiscidae). ZooKeys 963: 45-79, DOI: http://dx.doi.org/10.3897/zookeys.963.53470, URL: http://dx.doi.org/10.3897/zookeys.963.53470
DOI: 10.15468/5ybbex
title: Rugitermes tinto: A new termite (Isoptera, Kalotermitidae) from the Andean region of Colombia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Scheffrahn, Rudolf H., Florian, Olga Patricia Pinzon (2020): Rugitermes tinto: A new termite (Isoptera, Kalotermitidae) from the Andean region of Colombia. ZooKeys 963: 37-44, DOI: http://dx.doi.org/10.3897/zookeys.963.55843, URL: http://dx.doi.org/10.3897/zookeys.963.55843
DOI: 10.15468/mn7mct
title: Catalogue, distribution, taxonomic notes, and conservation of the Western Palearctic endemic hunchback beetles (Tenebrionidae, Misolampus)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Rosas-Ramos, Natalia, Mas-Peinado, Paloma, Gil-Tapetado, Diego, Recuero, Ernesto, Ruiz, Jose L., Garcia-Paris, Mario (2020): Catalogue, distribution, taxonomic notes, and conservation of the Western Palearctic endemic hunchback beetles (Tenebrionidae, Misolampus). ZooKeys 963: 81-129, DOI: http://dx.doi.org/10.3897/zookeys.963.53500, URL: http://dx.doi.org/10.3897/zookeys.963.53500
DOI: 10.15468/sabakn
title: Megacraspedus cottiensis sp. nov. (Lepidoptera, Gelechiidae) from northern Italy - a case of taxonomic confusion

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huemer, Peter, Karsholt, Ole, Wieser, Christian (2020): Megacraspedus cottiensis sp. nov. (Lepidoptera, Gelechiidae) from northern Italy - a case of taxonomic confusion. ZooKeys 963: 141-152, DOI: http://dx.doi.org/10.3897/zookeys.963.54842, URL: http://dx.doi.org/10.3897/zookeys.963.54842
DOI: 10.25505/fiz.icsd.cc25z8xc
title: CSD 2025103: Experimental Crystal Structure Determination

description: Related Article: Frank R. Fronczek|2020|ICSD Communication|||
DOI: 10.3886/e109970v3-43667
title: American Inventors, 1870-1940

description: This repository includes data and code for our project "Changes in the Demographics of American Inventors, 1870-1940," The data contain information on individuals who received a US patent between 1870 and 1940 matched to the Population Census. <br><br>The Code folder includes all of the code we wrote to create the datasets and then run the analyses. The replication_readme.md should explain how the code works. We have chosen to only include in the Data folder our set of matched patentees and not all of the data used in the paper. <br><br>If you have questions, please contact Nicolas L. Ziebarth (nicolas.lehmannziebarth@gmail.com)<br><br>
description: Individuals receiving a patent.
DOI: 10.26182/5f44645fe0bb6
title: Dataset: Developing extruded seed pellets to overcome soil hydrophobicity and seedling emergence barriers
DOI: 10.6078/m7057d2m
title: Data Table of Pınarbaşı Bird Remains Primary Descriptions
DOI: 10.26186/144231
title: Enhanced barest earth Landsat imagery for soil and lithological modelling: Dataset

description: Remotely sensed datasets provide fundamental information for understanding the chemical, physical and temporal dynamics of the atmosphere, lithosphere, biosphere and hydrosphere. Satellite remote sensing has been used extensively in mapping the nature and characteristics of the terrestrial land surface, including vegetation, rock, soil and landforms, across global to local-district scales. With the exception of hyper-arid regions, mapping rock and soil from space has been problematic because of vegetation that either masks the underlying substrate or confuses the spectral signatures of geological materials (i.e. diagnostic mineral spectral features), making them difficult to resolve. As part of the Exploring for the Future program, a new barest earth Landsat mosaic of the Australian continent using time-series analysis significantly reduces the influence of vegetation and enhances mapping of soil and exposed rock from space. Here, we provide a brief background on geological remote sensing and describe a suite of enhanced images using the barest earth Landsat mosaic for mapping surface mineralogy and geochemistry. These geological enhanced images provide improved inputs for predictive modelling of soil and rock properties over the Australian continent. In one case study, use of these products instead of existing Landsat TM band data to model chromium and sodium distribution using a random forest machine learning algorithm improved model performance by 28–46%.
DOI: 10.25919/5e719e23b0739
title: CSIRO Film Collection: videos 001 - 096 - archival versions

description: CSIRO produced its first film in 1946. It was a two-hour, five-part epic in black and white designed for a specialist audience of Commonwealth scientists meeting in London. It showed them - in the most graphic way possible at the time - the nature and extent of the research facilities of an organisation embarking on the problems of post-war reconstruction. Within a few years, a permanent film unit was established and began to specialise in producing films for the specific audiences on particular areas of research. By the 1960's, it became apparent that many of the films were of interest to a much wider audience. Schools, colleges and universities were beginning to introduce the audio-visual medium to the learning process and CSIRO films were in increasing demand. Makers of television programmes looked to CSIRO films for images of science not yet accessible to the public eye.
DOI: 10.6084/m9.figshare.12858158
title: Farms Questionnaire SIV.docx

description: Questionaire
DOI: 10.5281/zenodo.3998810
title: Surge during typhoon Mujigae

description: Observed surge during typhoon Mujigae
DOI: 10.5281/zenodo.3998809
title: Surge during typhoon Mujigae

description: Observed surge during typhoon Mujigae
DOI: 10.5281/zenodo.3998825
title: A Dataset of European Union Land Cover Validation Samples

description: A dataset of European Union land cover validation samples in 2015 and 2010 based on the LUCAS micro dataset ( publicly available at https://ec.europa.eu/eurostat/web/lucas/data/lucas-grid ) . The dataset provides 9 land cover types of land cover including cropland, forest, grassland, shrubland, wetland, water, bareland, impervious surface and permanent snow/ice. The dataset is provided in .csv format.
DOI: 10.6084/m9.figshare.12858221
title: Recovery Times.xlsx

description: Recovery times data
DOI: 10.6084/m9.figshare.12858218
title: Respiratory Parameters Analysis.xlsx

description: Cardiorespiratory parameters analysis
DOI: 10.6084/m9.figshare.12858218.v1
title: Respiratory Parameters Analysis.xlsx

description: Cardiorespiratory parameters analysis
DOI: 10.6084/m9.figshare.12858224
title: Recovery Scores Stats.xlsx

description: Recovery scores
DOI: 10.6084/m9.figshare.12857849
title: R0187_20171009a_videos

description: Rat 0187, skilled reaching data collected on 10/9/2017 in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.3908503
title: Training and Testing Data, Associated Code, and SCAM Validations Code and Data for ResNet in moist physics (ResCu)

description: Data and codes for a deep convolutional residual neural network moist physics parameterization (ResCu). In this new version, the randomly selected training data samples and part of testing data samples (June, July and August) are provided. They are processed into a new data structure, which can be directly utilized in training and testing. For the entire second year training samples and the entire third year testing samples, we provide them in a repository at Dryad (https://doi.org/10.6075/J0CZ35PP and https://doi.org/10.6075/J03J3BGF). Please download and decompress ResCu_Han_et_al_JAMES.tar.gz. Follow the instructions in README.txt and download the training and testing data (The Dryad depositary is provided in the description). Here we provide 3 parts of data and codes: 1, Training and testing data from SPCAM; 2, Training and testing codes for ResCu and many other NN architectures; 3, SCAM validations.
description: {"references": ["Han, Y., Zhang, G. J., Huang, X., & Wang, Y. (2020). A Moist Physics Parameterization Based on Deep Learning. Journal of Advances in Modeling Earth Systems, 12, e2020MS002076. https://doi.org/10.1029/2020MS002076"]}
DOI: 10.5281/zenodo.3665462
title: Training and Testing Data, Associated Code, and SCAM Validations Code and Data for ResNet in moist physics (ResCu)

description: Data and codes for a deep convolutional residual neural network moist physics parameterization (ResCu). In this new version, the randomly selected training data samples and part of testing data samples (June, July and August) are provided. They are processed into a new data structure, which can be directly utilized in training and testing. For the entire second year training samples and the entire third year testing samples, we provide them in a repository at Dryad (https://doi.org/10.6075/J0CZ35PP and https://doi.org/10.6075/J03J3BGF). Please download and decompress ResCu_Han_et_al_JAMES.tar.gz. Follow the instructions in README.txt and download the training and testing data (The Dryad depositary is provided in the description). Here we provide 3 parts of data and codes: 1, Training and testing data from SPCAM; 2, Training and testing codes for ResCu and many other NN architectures; 3, SCAM validations.
description: {"references": ["Han, Y., Zhang, G. J., Huang, X., & Wang, Y. (2020). A Moist Physics Parameterization Based on Deep Learning. Journal of Advances in Modeling Earth Systems, 12, e2020MS002076. https://doi.org/10.1029/2020MS002076"]}
DOI: 10.6084/m9.figshare.12857849.v1
title: R0187_20171009a_videos

description: Rat 0187, skilled reaching data collected on 10/9/2017 in Leventhal laboratory by Alexandra Bova
DOI: 10.25919/5f4485d2e75bf
title: Capricorn 2013 AEM TEMPEST survey

description: GSWA Capricorn 2013 Reconnaissance AEM TEMPEST® survey (GA Project 1265) FINAL DATA RELEASE — 19 June 2014 The Capricorn 2013 AEM TEMPEST® survey, conducted as part of the Western Australia Exploration Incentive Scheme and managed by Geoscience Australia on behalf of the Geological Survey of Western Australia (GSWA), is a $2.5 million contribution to the Distal Footprints of Giant Ore Systems: UNCOVER Australia. The Capricorn 2013 AEM survey is Stage 1 of the WA Reconnaissance Airborne Electromagnetic Survey (WARAEM) 2013-20 National Geoscience Agreement project, designed to provide broad-acre, wide line-spacing, airborne electromagnetic (AEM) data over the approximately 70% of the area of Western Australia that is underlain by Precambrian rocks that occur at or within about 300 m of the surface. The Capricorn Orogen is a geologically complex area, the surface expression of which has a surface extent of approximately 240,000 square kilometres (approximately 9 per cent of the area of the State). It is prospective for potentially large discoveries of gold, copper, and other base metals. The Capricorn 2013 AEM TEMPEST data release includes the final contractor supplied (Phase 1) datasets from the TEMPESTÂ® time domain AEM survey as well as a set of GSWA-produced imagery made from the data. The data release package includes: - Point-located, computed B-field EM time-series channel data in ASEG-GDF2 (ASCII) format (also TMI and terrain data) - Point-located computed conductivity and terrain data in ASCII format - Data multiplots (EM x- and z-component time series, CDI sections, TMI, altimeter and monitor channels) in PDF format - CDI stacked sections in PDF format - Gridded data: EM time constant (x- and z-components); selected conductivity-depth slices (in ER Mapper format, 1 km cell size) - Geo-referenced images of gridded EM data in JP2 format - Geo-referenced images of gridded TMI, Ternary Radiometrics, Bouger Gravity and DEM data in JP2 format - Flight path map in ESRI shapefile format - Survey operations report in PDF format - Metadata and License files
DOI: 10.25919/5f4485d320d28
title: Sulfur Isotope Data - Capricorn case study project (RP04-063-M436)

description: Sulfur Isotope Data - Capricorn case study project (RP04-063-M436)
DOI: 10.25919/5f44860896837
title: Regolith Geochemistry - Capricorn case study project (RP04-063-M436)

description: Regolith Geochemistry - Capricorn case study project (RP04-063-M436)
DOI: 10.25584/neisseria/1582657
title: Neisseria gonorrhoeae gene co-expression network

description: A .cys file containing a N. gonorrhoeae gene co-expression network. To be opened and viewed in Cytoscape
DOI: 10.6084/m9.figshare.12858300.v1
title: Additional file 1 of HaRePo (harm reduction by post): an innovative and effective harm reduction programme for people who use drugs using email, telephone, and post service

description: Additional file 1:. HR tools list provided by HaRePo
DOI: 10.6084/m9.figshare.12858311.v1
title: Additional file 4 of Gene co-expression and histone modification signatures are associated with melanoma progression, epithelial-to-mesenchymal transition, and metastasis

description: Additional file 4: Supplementary Tables. Table S1. Abundance of histone PTM (ratio values) single marks obtained from the EpiProfile output. Table S2. Abundance of histone PTM (ratio values) combinatory marks obtained from the EpiProfile output. Table S3. c-fuzzy means clustering of the combinatorial histone modifications. Table S4. Multiplicity adjusted p values from the one-way ANOVA followed by Tukey's post hoc tests. Pairwise statistical comparisons were performed using relative abundance levels of each single post translational modification (PTM) from the histones 3 and 4. Table S5. Summary of one-way ANOVA results obtained for all histone PTM single marks. Only PTMs that are differentially expressed in at least one pairwise comparison are depicted.
DOI: 10.6084/m9.figshare.12858300
title: Additional file 1 of HaRePo (harm reduction by post): an innovative and effective harm reduction programme for people who use drugs using email, telephone, and post service

description: Additional file 1:. HR tools list provided by HaRePo
DOI: 10.6084/m9.figshare.12858311
title: Additional file 4 of Gene co-expression and histone modification signatures are associated with melanoma progression, epithelial-to-mesenchymal transition, and metastasis

description: Additional file 4: Supplementary Tables. Table S1. Abundance of histone PTM (ratio values) single marks obtained from the EpiProfile output. Table S2. Abundance of histone PTM (ratio values) combinatory marks obtained from the EpiProfile output. Table S3. c-fuzzy means clustering of the combinatorial histone modifications. Table S4. Multiplicity adjusted p values from the one-way ANOVA followed by Tukey's post hoc tests. Pairwise statistical comparisons were performed using relative abundance levels of each single post translational modification (PTM) from the histones 3 and 4. Table S5. Summary of one-way ANOVA results obtained for all histone PTM single marks. Only PTMs that are differentially expressed in at least one pairwise comparison are depicted.
DOI: 10.6084/m9.figshare.12858372
title: Additional file 9 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 9: Table S9. Genotypes of RIL (A), BC/M (B) and BC/P (C) populations.
DOI: 10.6084/m9.figshare.12858372.v1
title: Additional file 9 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 9: Table S9. Genotypes of RIL (A), BC/M (B) and BC/P (C) populations.
DOI: 10.6084/m9.figshare.12858366.v1
title: Additional file 7 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 7: Table S7. Phenotype values of fiber quality traits of BC/P population in three field trials in this study.
DOI: 10.6084/m9.figshare.12858369
title: Additional file 8 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 8: Table S8. Phenotype values of fiber quality traits in field trial of BC/M population in this study.
DOI: 10.6084/m9.figshare.12858369.v1
title: Additional file 8 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 8: Table S8. Phenotype values of fiber quality traits in field trial of BC/M population in this study.
DOI: 10.6084/m9.figshare.12858366
title: Additional file 7 of QTL and genetic analysis controlling fiber quality traits using paternal backcross population in upland cotton

description: Additional file 7: Table S7. Phenotype values of fiber quality traits of BC/P population in three field trials in this study.
DOI: 10.6084/m9.figshare.12858482
title: Additional file 7 of Sequencing of five poultry strains elucidates phylogenetic relationships and divergence in virulence genes in Morganella morganii

description: Additional file 7: Table S4. Annotation of pathogenicity islands in the five sequenced poultry strains. Predicted genomic islands are coloured within the images based on the legend (generated through the web interface of IslandViewer 4 [50]). The internal line plot shows the similarity to the KT strain, taken as a reference.
DOI: 10.6084/m9.figshare.12858482.v1
title: Additional file 7 of Sequencing of five poultry strains elucidates phylogenetic relationships and divergence in virulence genes in Morganella morganii

description: Additional file 7: Table S4. Annotation of pathogenicity islands in the five sequenced poultry strains. Predicted genomic islands are coloured within the images based on the legend (generated through the web interface of IslandViewer 4 [50]). The internal line plot shows the similarity to the KT strain, taken as a reference.
DOI: 10.6084/m9.figshare.12858491
title: Additional file 1 of Factors correlated with drug use for constipation: perspectives from the 2016 open Japanese National Database

description: Additional file 1.
DOI: 10.6084/m9.figshare.12858491.v1
title: Additional file 1 of Factors correlated with drug use for constipation: perspectives from the 2016 open Japanese National Database

description: Additional file 1.
DOI: 10.6084/m9.figshare.12858522
title: Additional file 3 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 3: Supplemental Table S2. The selected CPKs from Arabidopsis thaliana, rice and bread wheat for the phylogenetic tree analysis.
DOI: 10.6084/m9.figshare.12858528
title: Additional file 5 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 5: Supplemental Table S4. All identified proteins in leaves of BSMV-VIGS-TaCPK34- or BSMV-VIGS-GFP-inoculated wheat seedlings suffering from drought for 14 days in all four biological replicates.
DOI: 10.6084/m9.figshare.12858525.v1
title: Additional file 4 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 4: Supplemental Table S3. All peptides of the identified proteins in leaves of BSMV-VIGS-TaCPK34- or BSMV-VIGS-GFP-inoculated wheat seedlings suffering from drought for 14 days.
DOI: 10.6084/m9.figshare.12858525
title: Additional file 4 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 4: Supplemental Table S3. All peptides of the identified proteins in leaves of BSMV-VIGS-TaCPK34- or BSMV-VIGS-GFP-inoculated wheat seedlings suffering from drought for 14 days.
DOI: 10.6084/m9.figshare.12858522.v1
title: Additional file 3 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 3: Supplemental Table S2. The selected CPKs from Arabidopsis thaliana, rice and bread wheat for the phylogenetic tree analysis.
DOI: 10.6084/m9.figshare.12858528.v1
title: Additional file 5 of Functional characterization and regulatory mechanism of wheat CPK34 kinase in response to drought stress

description: Additional file 5: Supplemental Table S4. All identified proteins in leaves of BSMV-VIGS-TaCPK34- or BSMV-VIGS-GFP-inoculated wheat seedlings suffering from drought for 14 days in all four biological replicates.
DOI: 10.6084/m9.figshare.12858569
title: Additional file 1 of A systematic review of the use and reporting of evaluation frameworks within evaluations of physical activity interventions

description: Additional file 1. Study Characteristics. A summary of data extracted related to study characteristics to assess the context and circumstances in which evaluation frameworks have been used.
DOI: 10.6084/m9.figshare.12858579.v1
title: Additional file 3 of Burden of moderate to severe anaemia and severe stunting in children &lt; 3 years in conflict-hit Mount Cameroon: a community based descriptive cross-sectional study

description: Additional file 3. This is the manuscript data.
DOI: 10.6084/m9.figshare.12858579
title: Additional file 3 of Burden of moderate to severe anaemia and severe stunting in children &lt; 3 years in conflict-hit Mount Cameroon: a community based descriptive cross-sectional study

description: Additional file 3. This is the manuscript data.
DOI: 10.6084/m9.figshare.12858569.v1
title: Additional file 1 of A systematic review of the use and reporting of evaluation frameworks within evaluations of physical activity interventions

description: Additional file 1. Study Characteristics. A summary of data extracted related to study characteristics to assess the context and circumstances in which evaluation frameworks have been used.
DOI: 10.6084/m9.figshare.12858623
title: Additional file 2 of Unraveling the molecular heterogeneity in type 2 diabetes: a potential subtype discovery followed by metabolic modeling

description: Additional file 2. The complete list of differentially expressed genes in each cluster, top-ranked genes with Ensemble ID, perturbed reactions obtained from metabolic modeling in each cluster.