cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14258063
title: Sitobion avenae data.xlsx

description: The dataset includes genotyping of sampled insect and results of performance experiments
DOI: 10.6084/m9.figshare.14258063.v1
title: Sitobion avenae data.xlsx

description: The dataset includes genotyping of sampled insect and results of performance experiments
DOI: 10.5519/qd.d4kah0wf
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (293 records)
DOI: 10.6084/m9.figshare.14258105
title: Supplementary Material for: Robustness of In-Laboratory and Daily-Life Gait Speed Measures over One Year in High Functioning 61- to 70-Year-Old Adults

description: <b><i>Introduction:</i></b> Gait speed is a simple and safe measure with strong predictive value for negative health outcomes in clinical practice, yet in-laboratory gait speed seems not representative for daily-life gait speed. This study aimed to investigate the interrelation between and robustness of in-laboratory and daily-life gait speed measures over 12 months in 61- to 70-year-old adults. <b><i>Methods:</i></b> Gait speed was assessed in laboratory through standardized stopwatch tests and in daily life by 7 days of trunk accelerometry in the PreventIT cohort, at baseline, and after 6 and 12 months. The interrelation was investigated using Pearson’s correlations between gait speed measures at each time point. For robustness, changes over time and variance components were assessed by ANOVA and measurement agreement over time by Bland-Altman analyses. <b><i>Results:</i></b> Included were 189 participants (median age 67 years [interquartile range: 64–68], 52.2% females). In-laboratory and daily-life gait speed measures showed low correlations (Pearson’s <i>r</i> = 0.045–0.455) at each time point. Moreover, both in-laboratory and daily-life gait speed measures appeared robust over time, with comparable and smaller within-subject than between-subject variance (range 0.001–0.095 m/s and 0.032–0.397 m/s, respectively) and minimal differences between measurements over time (Bland-Altman) with wide limits of agreement (standard deviation of mean difference range: 0.12–0.34 m/s). <b><i>Discussion/Conclusion:</i></b> In-laboratory and daily-life gait speed measures show robust assessments of gait speed over 12 months and are distinct constructs in this population of high-functioning adults. This suggests that (a combination of) both measures may have added value in predicting health outcomes.
DOI: 10.6084/m9.figshare.14258152
title: Supplementary Table 3. Differential gene expression analysis. from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Provided as an excel file that includes data sheets pertaining to: (i) genes differentially expressed between carnivore larvae and juveniles derived from carnivores; (ii) genes differentially expressed between omnivore larvae and juveniles derived from omnivores; (iii) genes differentially expressed between carnivore and omnivore larvae; (iv) gene expression unique to omnivore larvae; and (v) gene expression unique to carnivore larvae.
DOI: 10.6084/m9.figshare.14258152.v1
title: Supplementary Table 3. Differential gene expression analysis. from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Provided as an excel file that includes data sheets pertaining to: (i) genes differentially expressed between carnivore larvae and juveniles derived from carnivores; (ii) genes differentially expressed between omnivore larvae and juveniles derived from omnivores; (iii) genes differentially expressed between carnivore and omnivore larvae; (iv) gene expression unique to omnivore larvae; and (v) gene expression unique to carnivore larvae.
DOI: 10.6084/m9.figshare.14258158
title: Supplementary Table 4. Results from gene ontology (GO) analysis. from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Provided as an excel file that includes data sheets pertaining to: (i) GO categories enriched for genes uniquely expressed by carnivore brains and (ii) GO categories enriched for genes uniquely expressed by omnivore brains.
DOI: 10.6084/m9.figshare.14258161.v1
title: Supplementary Table 1. Trinotate Annotation from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Full annotation of Spea bombifrons brain transcriptome.
DOI: 10.6084/m9.figshare.14258158.v1
title: Supplementary Table 4. Results from gene ontology (GO) analysis. from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Provided as an excel file that includes data sheets pertaining to: (i) GO categories enriched for genes uniquely expressed by carnivore brains and (ii) GO categories enriched for genes uniquely expressed by omnivore brains.
DOI: 10.6084/m9.figshare.14258161
title: Supplementary Table 1. Trinotate Annotation from Novel brain gene-expression patterns are associated with a novel predaceous behaviour in tadpoles

description: Full annotation of Spea bombifrons brain transcriptome.
DOI: 10.17632/2t3g5gtpmh.1
title: Data for: Distribution of karst reservoir in limestone strata: a case study of the Middle Permian Maokou Formation, southern Sichuan Basin, China

description: The datasets include strata thickness, cave distribution and production data of the Maokou Formation, southern Sichuan Basin.
DOI: 10.5281/zenodo.4626403
title: BrainGrid Simulation Results: Growth and STDP

description: Result files from the BrainGrid neural network simulator. BrainGrid neural simulator was used to produce a network of 10,000 neurons arranged in a 100x100 grid layout. First. a cortical growth network was simulated and then a spike-timing-dependent plasticity (STDP) model was run to refine the network. The output files record information about the network at the end of each epoch. The serialization files store the state of the network at the end of a simulation; these files can be deserialized to recreate the network and run another simulation. The output files for the growth simulation have information about radii of connectivity of each neuron, the firing rate of each neuron, x location of a neuron on the grid, y location of a neuron on the grid, neuron ID, spike history, and spike timing and location for each spike. In addition to the outputs specified for the growth simulator above, the STDP simulation's output file also stores the neuron ID of the source and destination neuron for a synapse, and the weight of a synapse. The serial file stored the source neuron, destination neuron ID, and weight for each synapse. The description of each file is specified below: BG-out-growth-100x100-600e-100s: Output file for growth simulation run using the main BrainGrid repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 600 epochs where each epoch was 100 seconds long. BG-serial-growth-100x100-600e-100s: Serial file for growth simulation run using the main BrainGrid repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 600 epochs where each epoch was 100 seconds long. SB-out-stdp-100x100-1ep-300s: Output file for STDP simulation run using the Summer of Brain repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 1 epoch and the epoch was 300 seconds long.
DOI: 10.5281/zenodo.4626402
title: BrainGrid Simulation Results: Growth and STDP

description: Result files from the BrainGrid neural network simulator. BrainGrid neural simulator was used to produce a network of 10,000 neurons arranged in a 100x100 grid layout. First. a cortical growth network was simulated and then a spike-timing-dependent plasticity (STDP) model was run to refine the network. The output files record information about the network at the end of each epoch. The serialization files store the state of the network at the end of a simulation; these files can be deserialized to recreate the network and run another simulation. The output files for the growth simulation have information about radii of connectivity of each neuron, the firing rate of each neuron, x location of a neuron on the grid, y location of a neuron on the grid, neuron ID, spike history, and spike timing and location for each spike. In addition to the outputs specified for the growth simulator above, the STDP simulation's output file also stores the neuron ID of the source and destination neuron for a synapse, and the weight of a synapse. The serial file stored the source neuron, destination neuron ID, and weight for each synapse. The description of each file is specified below: BG-out-growth-100x100-600e-100s: Output file for growth simulation run using the main BrainGrid repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 600 epochs where each epoch was 100 seconds long. BG-serial-growth-100x100-600e-100s: Serial file for growth simulation run using the main BrainGrid repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 600 epochs where each epoch was 100 seconds long. SB-out-stdp-100x100-1ep-300s: Output file for STDP simulation run using the Summer of Brain repository for 10,000 neurons arranged in al 100x100 layout. The simulation was run for 1 epoch and the epoch was 300 seconds long.
DOI: 10.5281/zenodo.4625429
title: Acquiring word order in Slovak as a foreign language: comparison of Slavic and Non-Slavic learners utilizing corpus data

description: The dataset was compiled to conduct the investigation of word order errors in texts written by foreigners learning Slovak. The data come from a pre-pilot version of a Corpus of Texts of Students Learning Slovak as a Foreign Language (errkorp-0.1) which is under development and they were completed with texts obtained from lecturers of Slovak as a foreign language and collected from non-native speakers of Slovak attending university language courses abroad. All sentences with enclitic components were transcribed into Excel and were assigned annotation tags reflecting the investigated variables. The texts were divided by proficiency level into two categories: 54 texts at the lower proficiency levels A1 – B1 and 27 texts at the higher proficiency levels B2 – C1 (according to CEFR). The aim was to obtain approximately 50 errors of enclitic placement in both language categories of texts at both investigated levels (A1-B1 and B2-C1).
description: {"references": ["Slovensk\u00fd n\u00e1rodn\u00fd korpus \u2013 errkorp-0.1. Bratislava: Jazykovedn\u00fd \u00fastav \u013d. \u0160t\u00fara SAV 2020. Available from: WWW: https://korpus.juls.savba.sk."]}
DOI: 10.5281/zenodo.4625428
title: Acquiring word order in Slovak as a foreign language: comparison of Slavic and Non-Slavic learners utilizing corpus data

description: The dataset was compiled to conduct the investigation of word order errors in texts written by foreigners learning Slovak. The data come from a pre-pilot version of a Corpus of Texts of Students Learning Slovak as a Foreign Language (errkorp-0.1) which is under development and they were completed with texts obtained from lecturers of Slovak as a foreign language and collected from non-native speakers of Slovak attending university language courses abroad. All sentences with enclitic components were transcribed into Excel and were assigned annotation tags reflecting the investigated variables. The texts were divided by proficiency level into two categories: 54 texts at the lower proficiency levels A1 – B1 and 27 texts at the higher proficiency levels B2 – C1 (according to CEFR). The aim was to obtain approximately 50 errors of enclitic placement in both language categories of texts at both investigated levels (A1-B1 and B2-C1).
description: {"references": ["Slovensk\u00fd n\u00e1rodn\u00fd korpus \u2013 errkorp-0.1. Bratislava: Jazykovedn\u00fd \u00fastav \u013d. \u0160t\u00fara SAV 2020. Available from: WWW: https://korpus.juls.savba.sk."]}
DOI: 10.5281/zenodo.4625269
title: Localization

description: Localization of SDGs
description: Savar
DOI: 10.5281/zenodo.4625268
title: Localization

description: Localization of SDGs
description: Savar
DOI: 10.5281/zenodo.4625009
title: Symmetry mediated tunable molecular magnetism on a 2 2D material

description: This zip folder contains the data presented in the paper entitled " Symmetry mediated tunable molecular magnetism on a 2D material". See description.txt for more information.
DOI: 10.5281/zenodo.4625008
title: Symmetry mediated tunable molecular magnetism on a 2 2D material

description: This zip folder contains the data presented in the paper entitled " Symmetry mediated tunable molecular magnetism on a 2D material". See description.txt for more information.
DOI: 10.6084/m9.figshare.14258181.v1
title: Catalogue of example instrumentation and monitoring systems for tailings dams in Australia

description: New literature, mining regulators, insurance firms, and mining practitioners are calling for increased diligence in the form of real-time monitoring: but what can the industry offer in response? This research establishes a centralisation of instrumentation systems suitable for tailings dams, discussing the specifications, advantages, and disadvantages of each. This paper describes an understanding of dataloggers and sensor nodes, sensor networks, and online monitoring systems critical to the transmission and reception of sensor data across vast and remote site areas. Collaboration with suppliers discovered systems which enable reliable, efficient, and real-time transmission of instrumentation data, ready for interpretation. This paper aims to translate traditionally electrical and systems engineering terminology into a reference base suitable for the broad range of tailings dam practitioners. This reference base is anticipated to help facilitate informed discussions and encourage deployment of appropriate instrumentation systems that are suitable to the practitioner’s short- and long-term intent.
DOI: 10.6084/m9.figshare.14258181
title: Catalogue of example instrumentation and monitoring systems for tailings dams in Australia

description: New literature, mining regulators, insurance firms, and mining practitioners are calling for increased diligence in the form of real-time monitoring: but what can the industry offer in response? This research establishes a centralisation of instrumentation systems suitable for tailings dams, discussing the specifications, advantages, and disadvantages of each. This paper describes an understanding of dataloggers and sensor nodes, sensor networks, and online monitoring systems critical to the transmission and reception of sensor data across vast and remote site areas. Collaboration with suppliers discovered systems which enable reliable, efficient, and real-time transmission of instrumentation data, ready for interpretation. This paper aims to translate traditionally electrical and systems engineering terminology into a reference base suitable for the broad range of tailings dam practitioners. This reference base is anticipated to help facilitate informed discussions and encourage deployment of appropriate instrumentation systems that are suitable to the practitioner’s short- and long-term intent.
DOI: 10.5281/zenodo.4609835
title: An automated system for trace gas flux measurements from plantfoliage and other plant compartments

description: Data processing code and raw measurement data for Kohl et al., Atmospheric Measurement Techniquest Discussion (under review).
DOI: 10.5445/ir/1000130417
title: VoiLA-P19: A 3-D P-wave velocity model of the upper mantle beneath the Caribbean derived from teleseismic travel time tomography
DOI: 10.5281/zenodo.4626473
title: Effects of H2S addition on hydrogen ignition behind reflected shockwaves

description: Effects of H2S addition on hydrogen ignition behind reflected shockwaves
DOI: 10.5281/zenodo.4626472
title: Effects of H2S addition on hydrogen ignition behind reflected shockwaves

description: Effects of H2S addition on hydrogen ignition behind reflected shockwaves
DOI: 10.5281/zenodo.4506266
title: Day and Night Changes of Cardiovascular Complexity: A Multi-Fractal Multi-Scale Analysis

description: Raw data for reproducing figures 2 and 3 of the paper DOI:10.3390/e22040462
DOI: 10.5281/zenodo.4506265
title: Day and Night Changes of Cardiovascular Complexity: A Multi-Fractal Multi-Scale Analysis

description: Raw data for reproducing figures 2 and 3 of the paper DOI:10.3390/e22040462
DOI: 10.21227/00ff-2t51
title: January-24-Tang-Wenyuan.csv

description: January-24-Tang-Wenyuan.csv
DOI: 10.5281/zenodo.4626478
title: Ignition delay times of methane and hydrogen highly diluted in carbon dioxide at high pressures up to 300 atm

description: Ignition delay times of methane and hydrogen highly diluted in carbon dioxide at high pressures up to 300 atm
DOI: 10.5281/zenodo.4626477
title: Ignition delay times of methane and hydrogen highly diluted in carbon dioxide at high pressures up to 300 atm

description: Ignition delay times of methane and hydrogen highly diluted in carbon dioxide at high pressures up to 300 atm
DOI: 10.5281/zenodo.4608719
title: On the Distribution of "Simple Stupid Bugs" in Unit Test Files: An Exploratory Study

description: This is the dataset that accompanies the study: "<strong>On the Distribution of "Simple Stupid Bugs" in Unit Test Files: An Exploratory Study</strong>." This study has been accepted for publication at the 2021 Mining Software Repositories Conference. <strong><em>Following is the abstract of the study:</em></strong> A key aspect of ensuring the quality of a software system is the practice of unit testing. Through unit tests, developers verify the correctness of production source code, thereby verifying the system's intended behavior under test. However, unit test code is subject to issues, ranging from bugs in the code to poor test case design (i.e., test smells). In this study, we compare and contrast the occurrences of a type of single-statement-bug-fix known as "simple stupid bugs" (SStuBs) in test and non-test (i.e., production) files in popular open-source Java Maven projects. Our results show that SStuBs occur more frequently in non-test files than in test files, with most fix-related code associated with assertion statements in test files. Further, most test files exhibiting SStuBs also exhibit test smells. We envision our findings enabling tool vendors to better support developers in improving the maintenance of test suites. <strong><em>Following are the contents of the dataset:</em></strong> Dataset.sqlite -- A SQLite database containing the raw dataset used in this project<br> CompleteTableEntries.xlsx -- Excel spreadsheet containing the complete listings for the tables in the paper ---------------------------------------------------------------------------------------------------------------------------<br> Key contents of Dataset.sqlite Table Name ---- Table Description<br> "sstubs"---- The set of sstubs in popular Maven repositories<br> "testsmells" ---- Mined test smells from test files<br> "topJavaMavenProjects" ---- Repository details for the Maven projects <br> "topJavaMaven_Commit" ---- Commit details for the Maven projects <br> "topJavaMaven_CommitFile" ---- Files that were part of each commit<br> ---------------------------------------------------------------------------------------------------------------------------
description: This study is part of the work conducted by the Source Code Analysis And Natural Language Laboratory. For more information about what we do and to download the preprint of this study, visit: https://scanl.org/
DOI: 10.5281/zenodo.4608718
title: On the Distribution of "Simple Stupid Bugs" in Unit Test Files: An Exploratory Study

description: This is the dataset that accompanies the study: "<strong>On the Distribution of "Simple Stupid Bugs" in Unit Test Files: An Exploratory Study</strong>." This study has been accepted for publication at the 2021 Mining Software Repositories Conference. <strong><em>Following is the abstract of the study:</em></strong> A key aspect of ensuring the quality of a software system is the practice of unit testing. Through unit tests, developers verify the correctness of production source code, thereby verifying the system's intended behavior under test. However, unit test code is subject to issues, ranging from bugs in the code to poor test case design (i.e., test smells). In this study, we compare and contrast the occurrences of a type of single-statement-bug-fix known as "simple stupid bugs" (SStuBs) in test and non-test (i.e., production) files in popular open-source Java Maven projects. Our results show that SStuBs occur more frequently in non-test files than in test files, with most fix-related code associated with assertion statements in test files. Further, most test files exhibiting SStuBs also exhibit test smells. We envision our findings enabling tool vendors to better support developers in improving the maintenance of test suites. <strong><em>Following are the contents of the dataset:</em></strong> Dataset.sqlite -- A SQLite database containing the raw dataset used in this project<br> CompleteTableEntries.xlsx -- Excel spreadsheet containing the complete listings for the tables in the paper ---------------------------------------------------------------------------------------------------------------------------<br> Key contents of Dataset.sqlite Table Name ---- Table Description<br> "sstubs"---- The set of sstubs in popular Maven repositories<br> "testsmells" ---- Mined test smells from test files<br> "topJavaMavenProjects" ---- Repository details for the Maven projects <br> "topJavaMaven_Commit" ---- Commit details for the Maven projects <br> "topJavaMaven_CommitFile" ---- Files that were part of each commit<br> ---------------------------------------------------------------------------------------------------------------------------
description: This study is part of the work conducted by the Source Code Analysis And Natural Language Laboratory. For more information about what we do and to download the preprint of this study, visit: https://scanl.org/