cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23127494.v1
title: Prudent burrow site selection in a landscape of fear (Data and R code)

description: <strong>Data Description</strong> <br> Isopods from a natural population visited safe and risky burrows created by introducing scorpion predators near some isopod burrows. Their preferences were quantified by observing whether they entered the burrow or not, and if they did enter by recording the time they spent inside a burrow. Finally, individual quality was measured by weighing them at the end of the trial. Data were collected starting from between 1300 to 1400 hours to 1600 to 1700 hours. <br> <strong>Data availability Statements</strong> <br> The file titled<strong> ‘pram_data_fig.csv’ </strong>has all the relevant data. It has the following columns: Individual.code – Individual identity of each male. Date – The date when the trial was conducted. Time – The time when the observation was made. date_time – Previous two columns combined. Duration – The duration for which the action mentioned in the current row lasted. Action – The behaviour performed by the isopod, written as a code (the table below has details of what the code means). Burrow.block – The block of safe and risky burrows. Burrows.visited – The specific burrows visited within the block. Observer.name – Name of the human observer. Terrace.no. – The terrace on which the block was designed. Sex – Sex of the individual Weight – Body weight of the individual Burrow.already.occupied.by – Which individual was already occupying the burrow when the focal individual visited. Collected.at.end.of.sampling – Was the isopod still occupying the burrow at the end of the 2 days of trial? 1 for yes, blank for no. Fight.with.whom – With which isopod from inside the burrow did the focal individual fight with? <br> <strong>Details of the code used to describe isopod behaviour at and inside the burrow</strong> <br> <strong>1 - </strong>Rejects burrow <strong>2 - </strong>Samples burrow <strong>3 - </strong>Occupies burrow <strong>4 - </strong>Starts digging <strong>5 - </strong>Samples scorpion burrow <strong>6 - </strong>Mild competition with sampling isopod <strong>7 - </strong>Aggressive competition with sampling isopod <strong>8 - </strong>Leaves burrow <strong>9 - </strong>Enters burrow <strong>10 - </strong>flipped orientation <strong>11 - </strong>Collected
DOI: 10.6084/m9.figshare.23129154
title: Code from Non-Abelian mechanics of elastic waves in Kagome metamaterials with internal microstructures

description: The code of Band structures
DOI: 10.6084/m9.figshare.23129154.v1
title: Code from Non-Abelian mechanics of elastic waves in Kagome metamaterials with internal microstructures

description: The code of Band structures
DOI: 10.25592/uhhfdm.12254
title: Can bad news be good predictors? Illuminating the actual figure of crime with crime-related news

description: Macroeconomic data used for research project: Can bad news be good predictors? Illuminating the actual figure of crime with crime-related news Data obtained from OECD and U.S. Bureau of Labor Statistics<br> - Inflation (https://data.oecd.org/price/inflation-cpi.htm)<br> - GDP (https://stats.oecd.org/)<br> - Unemployment (https://beta.bls.gov/dataViewer/view/timeseries/LNS14000000)
DOI: 10.25592/uhhfdm.12253
title: Can bad news be good predictors? Illuminating the actual figure of crime with crime-related news

description: Macroeconomic data used for research project: Can bad news be good predictors? Illuminating the actual figure of crime with crime-related news Data obtained from OECD and U.S. Bureau of Labor Statistics<br> - Inflation (https://data.oecd.org/price/inflation-cpi.htm)<br> - GDP (https://stats.oecd.org/)<br> - Unemployment (https://beta.bls.gov/dataViewer/view/timeseries/LNS14000000)
DOI: 10.5281/zenodo.7963186
title: Original data for "Imaging and quantifying the chemical communication between single particles in metal alloy" article

description: This upload contains original data and supplementary data for the publication titled "Imaging and Quantifying the Chemical Communication Between Single Particles in Metal Alloy" by L. Godeffroy, A. Makogon, S. G. Derouich, F. Kanoufi, V. Shkirskiy in the ACS Analytical Chemistry journal. The preprint of the paper is included in this upload and is also available on ChemRxiv (https://doi.org/10.26434/chemrxiv-2022-rn77b-v2). The file "OpticalData.zip" contains the original optical images. Each pixel in the images has a size of 180 nm, and the time interval between frames is 1.87 seconds. The file "sem_identical.png" contains a scanning electron microscopy (SEM) image of the same surface area as the optical images, captured using secondary electrons. The file "WorkingWithData.ipynbb" is a Jupyter Lab file that demonstrates a few examples of how data can be loaded and processed in a Python environment. Python 3 was used for this purpose. There are also two supplementary movies: Movie S1: This movie provides an enlarged view (marked with a square in Movie S2) of the surface film transformation on Al6061 during immersion in 10 mM H2SO4. It includes snapshots at 17 s, 28 s, 37 s, and 84 s, along with a related SEM image of the same location. Movie S2: This movie presents a wide-field view of the surface film transformation on Al6061 during immersion in 10 mM H2SO4, along with a related SEM image of the same location. The square highlights the area around which the narrative in the manuscript is focused.
DOI: 10.5281/zenodo.7963185
title: Original data for "Imaging and quantifying the chemical communication between single particles in metal alloy" article

description: This upload contains original data and supplementary data for the publication titled "Imaging and Quantifying the Chemical Communication Between Single Particles in Metal Alloy" by L. Godeffroy, A. Makogon, S. G. Derouich, F. Kanoufi, V. Shkirskiy in the ACS Analytical Chemistry journal. The preprint of the paper is included in this upload and is also available on ChemRxiv (https://doi.org/10.26434/chemrxiv-2022-rn77b-v2). The file "OpticalData.zip" contains the original optical images. Each pixel in the images has a size of 180 nm, and the time interval between frames is 1.87 seconds. The file "sem_identical.png" contains a scanning electron microscopy (SEM) image of the same surface area as the optical images, captured using secondary electrons. The file "WorkingWithData.ipynbb" is a Jupyter Lab file that demonstrates a few examples of how data can be loaded and processed in a Python environment. Python 3 was used for this purpose. There are also two supplementary movies: Movie S1: This movie provides an enlarged view (marked with a square in Movie S2) of the surface film transformation on Al6061 during immersion in 10 mM H2SO4. It includes snapshots at 17 s, 28 s, 37 s, and 84 s, along with a related SEM image of the same location. Movie S2: This movie presents a wide-field view of the surface film transformation on Al6061 during immersion in 10 mM H2SO4, along with a related SEM image of the same location. The square highlights the area around which the narrative in the manuscript is focused.
DOI: 10.5281/zenodo.7964045
title: Three-dimensional modelling of shock-turbulence interaction. Magnetic field and temperature datasets.

description: Simulation snapshots for hybrid-kinetic model of a perpendicular shock interacting with pre-existing plasma turbulence. This dataset allows to reproduce the analyses presented in Trotta et al. 2023. The filenames are organised in &lt;level of turbulence&gt;-Variable-time.txt *(e.g., dB00_B_mag-14.txt is the magnetic field magnitude at T\Omega_ci = 14 for the case with turbulence level dB/B = 0.0). These textfiles are stored as one-dimensional array, which need to be reshaped to a 256x256x256 grid (which has a resolution of 0.5 di). For support in reading the simulation data or if further variables/snapshots are needed for scientific purposes, please be in touch.
DOI: 10.5281/zenodo.7964044
title: Three-dimensional modelling of shock-turbulence interaction. Magnetic field and temperature datasets.

description: Simulation snapshots for hybrid-kinetic model of a perpendicular shock interacting with pre-existing plasma turbulence. This dataset allows to reproduce the analyses presented in Trotta et al. 2023. The filenames are organised in &lt;level of turbulence&gt;-Variable-time.txt *(e.g., dB00_B_mag-14.txt is the magnetic field magnitude at T\Omega_ci = 14 for the case with turbulence level dB/B = 0.0). These textfiles are stored as one-dimensional array, which need to be reshaped to a 256x256x256 grid (which has a resolution of 0.5 di). For support in reading the simulation data or if further variables/snapshots are needed for scientific purposes, please be in touch.
DOI: 10.5281/zenodo.7965466
title: Dataset for "Charge transfer dynamics in Ar+ + CO"

description: Dataset for "Charge transfer dynamics in Ar+ + CO"
DOI: 10.5281/zenodo.7965465
title: Dataset for "Charge transfer dynamics in Ar+ + CO"

description: Dataset for "Charge transfer dynamics in Ar+ + CO"
DOI: 10.5258/soton/d2627
title: Dataset in support of the University of Southampton Doctoral Thesis 'Microstructural engineering for enhanced fatigue performance using laser powder bed fusion' by Anqi Liang.

description: Dataset in support of the University of Southampton Doctoral Thesis 'Microstructural engineering for enhanced fatigue performance using laser powder bed fusion' by Anqi Liang. This dataset contains the original data of plots in PhD thesis. Related projects: Microstructural engineering for enhanced fatigue performance using laser powder bed fusion
DOI: 10.17632/tpk67pb93m.1
title: A review on buckling restrained braces

description: This is a review made on buckling restrained braces
DOI: 10.5281/zenodo.7965535
title: Hierarchical universal matrices for H(curl) tetrahedral finite elements

description: The contents of this repository are associated with the paper: [1] L. L. Toth, A. Amor-Martin, and R. Dyczij-Edlinger, "Hierarchical Universal Matrices for Curvilinear Tetrahedral H(curl) Finite Elements," submitted to IEEE Transactions on Antennas and Propagation. The subdirectory UniversalMatrices contains mathematical formulas for hierarchical L2 and H(curl) basis functions, the corresponding universal matrices (UM), and a MATLAB script for generating these UMs. The bases and UMs are given in two different formats: *.mat MATLAB data file with a MATLAB structure, *.xml file with a structure. The subdirectory MATLAB_TestCode contains MATLAB scripts and input data for reproducing the numerical results given in [1]. For details, see the README.txt files in the bottom-level directories.
DOI: 10.5281/zenodo.7965534
title: Hierarchical universal matrices for H(curl) tetrahedral finite elements

description: The contents of this repository are associated with the paper: [1] L. L. Toth, A. Amor-Martin, and R. Dyczij-Edlinger, "Hierarchical Universal Matrices for Curvilinear Tetrahedral H(curl) Finite Elements," submitted to IEEE Transactions on Antennas and Propagation. The subdirectory UniversalMatrices contains mathematical formulas for hierarchical L2 and H(curl) basis functions, the corresponding universal matrices (UM), and a MATLAB script for generating these UMs. The bases and UMs are given in two different formats: *.mat MATLAB data file with a MATLAB structure, *.xml file with a structure. The subdirectory MATLAB_TestCode contains MATLAB scripts and input data for reproducing the numerical results given in [1]. For details, see the README.txt files in the bottom-level directories.
DOI: 10.5281/zenodo.7965386
title: Dataset for "Vibrational Predissociation Spectra of C2N- and C3N-: Bending and Stretching Vibrations"

description: Dataset for "Vibrational Predissociation Spectra of C2N- and C3N-: Bending and Stretching Vibrations"
DOI: 10.5281/zenodo.7965385
title: Dataset for "Vibrational Predissociation Spectra of C2N- and C3N-: Bending and Stretching Vibrations"

description: Dataset for "Vibrational Predissociation Spectra of C2N- and C3N-: Bending and Stretching Vibrations"
DOI: 10.17632/wm32bsy8bw.1
title: Literature Review

description: Literature Review in social media
DOI: 10.17632/gdt2xwrbtz.2
title: Experimental Dataset on the Compressive Mechanical Properties of High-density Pressboard Used in Power Transformers Spacers

description: The dataset includes measurements of the degree of polymerisation in both new and aged high-density pressboard, following the guidelines of IEC 60450. Additionally, force-displacement compressive curves were obtained for the high-density pressboard samples in various ageing states.
DOI: 10.17632/gdt2xwrbtz.1
title: Experimental Dataset on the Compressive Mechanical Properties of High-density Pressboard Used in Power Transformers Spacers

description: The dataset includes measurements of the degree of polymerisation in both new and aged high-density pressboard, following the guidelines of IEC 60450. Additionally, force-displacement compressive curves were obtained for the high-density pressboard samples in various ageing states.
DOI: 10.17632/gdt2xwrbtz.3
title: Experimental Dataset on the Compressive Mechanical Properties of High-density Pressboard Used in Power Transformers Spacers

description: The dataset includes measurements of the degree of polymerisation in both new and aged high-density pressboard, following the guidelines of IEC 60450. Additionally, force-displacement compressive curves were obtained for the high-density pressboard samples in various ageing states.
DOI: 10.17632/b9948zhyh2.2
title: Supplementary material of  "Carbon Pricing, Border Adjustment and Climate Clubs: Options for International Cooperation" by Ernst et al. (2023)

description: This directory contains supplementary material of the paper  "Carbon Pricing, Border Adjustment and Climate Clubs: Options for International Cooperation" by Anne Ernst, Natascha Hinterlang, Alexander Mahle and Nikolai Stähler (Journal of International Economics, forthcoming).

Supplementary material encompasses:
i)   Appendix providing more model details and first-order conditions (Appendix A), information on the calibration (Appendix B), additional simulation results and robustness checks (Appendix C-E).

ii) Replication files for simulations of the multi-sectoral E-DSGE model EMuSe, including directories for all scenarios of the paper.
DOI: 10.17632/jn2yjjs8fd.1
title: Real Data of Cholera Epidemic in Iraq

description: This data is related to the cholera epidemic in Iraq for the period from the 22nd of June 2022 to the 20th of December 2022. The real data has been cited from the official medical sources
DOI: 10.17632/d2bdfx3ppk.1
title: 2020_CMSA_SOE

description: Data for CMSA 2020 SOE. 
Data shows virtual, case based SOEs are a feasible examination option.
DOI: 10.1594/wdcc/evolv2k_v1
title: Ice core-inferred volcanic stratospheric sulfur injection from 500 BCE to 1900 CE

description: Project: Earth System Model Forcing and Verification - The project consolidates data entities which are suitable to force and/or to verify Earth system models. The archived data entities contain data and data products mainly from observations or reconstruction. The eVolv2k project is supported by the Deutsche Forschungsgemeinschaft (DFG) in the framework of the priority programme “Antarctic Research with comparative investigations in Arctic ice areas” through grant TO 967/1-1. Summary: This dataset contains ice core-based estimates of volcanic stratospheric sulfur injections covering the years 500 BCE to 1900 CE. Ice core-derived volcanic sulfate deposition composites for Antarctica (Sigl et al., 2014) and Greenland (Sigl et al., 2015) are scaled to volcanic stratospheric sulfur injection based on a method similar to that of Gao et al., (2007). Sigl, M., Winstrup, M., McConnell, J. R., Welten, K. C., Plunkett, G., Ludlow, F., Büntgen, U., Caffee, M., Chellman, N., Dahl-Jensen, D., Fischer, H., Kipfstuhl, S., Kostick, C., Maselli, O. J., Mekhaldi, F., Mulvaney, R., Muscheler, R., Pasteris, D. R., Pilcher, J. R., Salzer, M., Schüpbach, S., Steffensen, J. P., Vinther, B. M. and Woodruff, T. E.: Timing and climate forcing of volcanic eruptions for the past 2,500 years, Nature, 523, 543-549, doi:10.1038/nature14565, 2015. Sigl, M., McConnell, J. R., Toohey, M., Curran, M., Das, S. B., Edwards, R., Isaksson, E., Kawamura, K., Kipfstuhl, S., Krüger, K., Layman, L., Maselli, O. J., Motizuki, Y., Motoyama, H., Pasteris, D. R. and Severi, M.: Insights from Antarctica on volcanic forcing during the Common Era, Nat. Clim. Chang., 4, 693-697, doi:10.1038/nclimate2293, 2014. Gao, C., Oman, L., Robock, A. and Stenchikov, G. L.: Atmospheric volcanic loading derived from bipolar ice cores: Accounting for the spatial distribution of volcanic deposition, J. Geophys. Res., 112(D9), doi:10.1029/2006JD007461, 2007.
DOI: 10.18462/iir.pcm.2018.0021
title: Numerical simulation of the melting process in a shell and coil tube ice storage system for air conditioning application.

description: Cold energy storage helps cooling capacity overnight for later usage during peak hours. Cooling load demand during summer days leads to an increase in electrical energy demand, increasing the peak load. Therefore, to reduce energy consumption during peak hours, cold energy storage systems are used. The most common form of cold storage air conditioning technology is ice on coil energy storage. The main purpose of the present study is to simulate the melting process of PCM in an internal melt ice-on-coil thermal storage system with coil tube. A 3D numerical simulation is performed using ANSYS FLUENT to evaluate the dynamic characteristics of the melting process. The effects of operating parameters such as the inlet temperature and flowrate of the heat transfer fluid (HTF) are investigated. Results indicate that conduction is the dominant heat transfer mechanism at initial periods of the melting process. Increasing both operating parameters shortens the melting time.
DOI: 10.5281/zenodo.7517085
title: Non - invasive identification of individuals of Sumatra barb Puntigrus tetrazona

description: Non-invasive fish identification of individuals can provide new possibilities for the monitoring of fish cultivation, improve and make fish production technologies less demanding for farmers, and increase fish welfare. The aim of this research is to confirm the idea of automatic non-invasive image-based fish identification of individuals using visible features on a fish body and prove the pattern stability during the fish cultivation period. Visible patterns, such as black stripes along the body of a Sumatra barb (<em>Puntigrus tetrazona)</em>, were used for machine identification of individual fish. Two experiments were completed: A short-term experiment (43 fish) to show the uniqueness of the stripe patterns for identification, and a long-term experiment (25 fish) to test the stability of patterns during the cultivation period. The overall accuracy of classification was 100% for data collection in one day and 88% between two data collection times. This study shows that visible patterns and image processing methods can be used to automatically identify individual fish of the same species.
DOI: 10.5281/zenodo.7517321
title: Non - invasive identication of individuals of European seabass Dicentrarchus labrax (short term)

description: The precision fish farming concept has been widely investigated in research and is highly desirable in aquaculture because it creates opportunities for precisely controlling and monitoring fish cultivation processes and increasing fish welfare. The automatic identification of individual fish could be one of the keys to enabling individual fish treatment. In a previous study, we already demonstrated that the visible patterns on a fish’s body can be used for the non-invasive individual identification of fishes from the same species (with obvious skin patterns, such as salmonids) over long-term periods. The aim of this study was to verify the possibility of using fully-automatic non-invasive photo-identification of individual fish based on natural marks on the fish’s body without any obvious skin patterns. This approach is an alternative to stressful invasive tagging and marking techniques. Scale patterns on the body and operculum, as well as lateral line shapes, were used as discriminative features for the identification of individuals in a closed group of fish. We used the European seabass <em>Dicentrarchus labrax</em>. The identification method was tested on two separate short-term data sets (pattern variability test) and two long-term data sets (pattern stability test) for European seabass (300 individual fish). The accuracy of classification was 100% for both the short-term and long-term experiments. According to these results, the methods used for automatic non-invasive image-based individual-fish identification can also be used for fish species without obvious skin patterns.
DOI: 10.5281/zenodo.7654255
title: Common carp individual identification

description: General protocol for the image based identification of individuals within close group of common carp speciesThe aim of this study was to verify the possibility of using fully-automatic non-invasive photo-identification of individual fish based on natural marks on the fish’s body without any obvious skin patterns. This approach is an alternative to stressful invasive tagging and marking techniques. Scale patterns on the body and operculum were used as discriminative features for the identification of individuals in a closed group of fish. We used common carp Cyprinus carpio. The identification method was tested on four experimental data sets: separate short-term data set (pattern variability test) and four long-term data sets (pattern stability test) common carp (32 individual fish). The accuracy of classification was 100% in both the short-term and long-term experiments. According to these results, the methods used for automatic non-invasive image-based individual-fish identification can also beused for fish species without obvious skin patterns.<strong> Four rounds of data collection were performed over the four-month experiment for carp identification. Images were taken of the whole fish out of water. Each fish was caught in the cultivation tank, anesthetized in a bucket using clave oil, and moved to the green background for imaging. A single-layer white-fabric photographic tent with controlled illumination was used for photography. The fish heads were oriented to the left for all images. Fish were tagged for long term ID.<strong> <strong> </strong></strong></strong> <strong>Uploaded files 01,02,03,04 are the original files (4 datasets) and in processed there are all processed files for four datasets.</strong>
DOI: 10.5281/zenodo.7654844
title: Photo - Identification of individuals of Atlantic salmon (eye dataset)

description: Identification of individuals of salmon. Eye data. Original and processed data of four datasets. Totally 330 fish were collecred for the short term scenario and 30 out of 330 fish were tagged and kept for a long term experiment.
DOI: 10.5281/zenodo.7665241
title: Long term photo - identification of european seabass

description: Identification of individuals of european seabass. Long term identification, two data collection of 32 seabass. Original and processed data. Data were collected in HCMR, Greece.The long-term scenario - for proving the stability of the visible features on the fish body for the identification of the fish during the long-term cultivation period. We used 32 fish individuals of seabass during 3 months experiment. Data were collected two times during this time. 32 fish were tagged for long-term identification. Trovan, 2 x 11.5 mm, ISO 11784/85 FDX-B PIT stages were used for tagging.