cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4049883
title: Datasets for Constraining the Parameter Regime of Pulsar Radio Emission

description: The datasets support the figures in the paper <em>Refining pulsar radio emission due to streaming instabilities: Linear theory and PIC simulations </em>(figures \(2\) to \(7\)) and provide additional information discussed in Section \(5\) of the paper. They contain parametric studies investigating a relativistic dispersion relation for an electron-positron pair plasma near a pulsar. The investigated quantities are the maximum growth rates (max_growth_rate) in units of \(10^{-3}\omega_\mathrm{p}\), an integrated value over the entire range of positive wave growth (int_growth_rate) in units of \(10^{-3}\omega_\mathrm{p}\), the fractional bandwidth (bandwidth) in units of \(\omega_\mathrm{p}\), the minimum and maximum values where the growth rate exceeds a threshold value of \(2.8\times10^{-4}/\omega_\mathrm{p}\) - which can be associated to effective wave growth - in units of \(1 / d_\mathrm{e}\) (k_thr_min and k_thr_max) as well as a relative deviation of the range between these two values and the entire range of positive wave growth (rel_dev). All of these parameters are investigated while changing a specific parameter in the dispersion relation (\(\rho_0\), \(\rho_1\), simultaneously \(\rho_0\) and \(\rho_1\), \(\epsilon_\mathrm{n}\) and \(\gamma_\mathrm{b}\), the latter once with \(\epsilon_\mathrm{n}=10^{-3}\) and once with fixed \(n_0 = n_1 =1\)and variable \(\epsilon_\mathrm{n}=10^{-3}\)). These parameters appear in the titles of the text files which contain the respective dataset.
DOI: 10.5281/zenodo.4049882
title: Datasets for Constraining the Parameter Regime of Pulsar Radio Emission

description: The datasets support the figures in the paper <em>Refining pulsar radio emission due to streaming instabilities: Linear theory and PIC simulations </em>(figures \(2\) to \(7\)) and provide additional information discussed in Section \(5\) of the paper. They contain parametric studies investigating a relativistic dispersion relation for an electron-positron pair plasma near a pulsar. The investigated quantities are the maximum growth rates (max_growth_rate) in units of \(10^{-3}\omega_\mathrm{p}\), an integrated value over the entire range of positive wave growth (int_growth_rate) in units of \(10^{-3}\omega_\mathrm{p}\), the fractional bandwidth (bandwidth) in units of \(\omega_\mathrm{p}\), the minimum and maximum values where the growth rate exceeds a threshold value of \(2.8\times10^{-4}/\omega_\mathrm{p}\) - which can be associated to effective wave growth - in units of \(1 / d_\mathrm{e}\) (k_thr_min and k_thr_max) as well as a relative deviation of the range between these two values and the entire range of positive wave growth (rel_dev). All of these parameters are investigated while changing a specific parameter in the dispersion relation (\(\rho_0\), \(\rho_1\), simultaneously \(\rho_0\) and \(\rho_1\), \(\epsilon_\mathrm{n}\) and \(\gamma_\mathrm{b}\), the latter once with \(\epsilon_\mathrm{n}=10^{-3}\) and once with fixed \(n_0 = n_1 =1\)and variable \(\epsilon_\mathrm{n}=10^{-3}\)). These parameters appear in the titles of the text files which contain the respective dataset.
DOI: 10.6084/m9.figshare.13002065.v1
title: R0229_20181031a_videos

description: Rat 0229, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13002065
title: R0229_20181031a_videos

description: Rat 0229, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13003961.v1
title: R0230_20181023a_videos

description: Rat 0230, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13003961
title: R0230_20181023a_videos

description: Rat 0230, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.21227/cnax-g888
title: Gaming Network Traffic Dataset

description: Gaming consoles are very common connected devices which have evolved in functionality and applications (games and beyond) they support. This diversity of traffic generated from these consoles has diverse quality of service (QoS) requirements. However, in order to offer diverse QoS, ISPs and operators must be able to classify this traffic. To enable research in traffic classification (Machine Learning based or other), we have generated and collected this dataset. This is a labelled dataset collected from a gaming console, PlayStation 4. The data was collected for a period of 2 weeks from July 26, 2020 till August 12, 2020. The data was collected 3 times a day (morning, afternoon, evening). There is a total of 41 rounds of data collection.
DOI: 10.21227/yqhh-ch26
title: Gaming Network Traffic Dataset

description: Gaming consoles are very common connected devices which have evolved in functionality and applications (games and beyond) they support. This diversity of traffic generated from these consoles has diverse quality of service (QoS) requirements. However, in order to offer diverse QoS, ISPs and operators must be able to classify this traffic. To enable research in traffic classification (Machine Learning based or other), we have generated and collected this dataset. This is a labelled dataset collected from a gaming console, PlayStation 4. The data was collected for a period of 2 weeks from July 26, 2020 till August 12, 2020. The data was collected 3 times a day (morning, afternoon, evening). There is a total of 41 rounds of data collection.
DOI: 10.6084/m9.figshare.13006595
title: Master data file.xlsx

description: The data file includes:1. Plasma cytokine concentration of CRC patients and healthy donors2. mMDSC frequency of CRC patients and healthy donors3. Tumor stage of CRC patients4. Age and sex of CRC patients and healthy donors
DOI: 10.5281/zenodo.4048343
title: Human open reading frame data

description: Data used in the human de novo ORF paper (Dowling et al. 2020 Genome Biology and Evolution evaa194). The AA and DNA sequences were used to predict sequence properties such as aggregation propensity and intrinsic structural disorder.<br> In the publication figures 1, 3, 4, 5, and 7 are based on this data.<br> Figure 2 uses different ORFs and figure 6 uses these ORFs and their predicted chimpanzee homologs<br> Last updated: 24/09/2020 Contains:<br> 1. hsapiens.orfs.aa.fa <br> - all human ORFs as amino-acid sequences<br> - contains 36524 sequences<br> Note: this has not been filtered for minimum expression of 0.5 TPM<br> <br> 2. hsapiens.orfs.dna.fa <br> - all human ORFs as DNA seqeunces<br> - contains 36524 sequences<br> Note: this has not been filtered for minimum expression of 0.5 TPM<br> <br> 3. orf_age_annotation.csv<br> - The 29751 ORFs used for the plots in the human de novo publication.<br> - Contains ORF_id, minimum age (million years) and annotation status.<br> - ORFs here where filtered for a minimum expression value of 0.5 TPM<br> Note: In the publication figures were made using ORFs belong to annotation classes 0 (intergenic), 3 (intron), and 5,6, and 7 (CDS/exon).<br> 0 = intergenic<br> 1 = close to gene (same strand)<br> 2 = close to gene (opposite strand)<br> 3 = intron (same strand)<br> 4 = intron (opposite strand)<br> 5 = CDS (out of frame, same strand)<br> 6 = CDS (out of frame, opposite strand)<br> 7 = CDS (in frame)<br> - information on minimum age given in million years (column 'age') <br> 0 = human-restricted<br> 6.65 = homolog in Pan<br> 9.06 = homolog in Gorilla<br> 15.76 = homolog in Pongo<br> 28.44 = homolog in Macaca<br> 90 = homolog in Mus<br> Note: in the publication these correspond to conservation classes 0-5 respectively.<br>
DOI: 10.5281/zenodo.4048342
title: Human open reading frame data

description: Data used in the human de novo ORF paper (Dowling et al. 2020 Genome Biology and Evolution evaa194). The AA and DNA sequences were used to predict sequence properties such as aggregation propensity and intrinsic structural disorder.<br> In the publication figures 1, 3, 4, 5, and 7 are based on this data.<br> Figure 2 uses different ORFs and figure 6 uses these ORFs and their predicted chimpanzee homologs<br> Last updated: 24/09/2020 Contains:<br> 1. hsapiens.orfs.aa.fa <br> - all human ORFs as amino-acid sequences<br> - contains 36524 sequences<br> Note: this has not been filtered for minimum expression of 0.5 TPM<br> <br> 2. hsapiens.orfs.dna.fa <br> - all human ORFs as DNA seqeunces<br> - contains 36524 sequences<br> Note: this has not been filtered for minimum expression of 0.5 TPM<br> <br> 3. orf_age_annotation.csv<br> - The 29751 ORFs used for the plots in the human de novo publication.<br> - Contains ORF_id, minimum age (million years) and annotation status.<br> - ORFs here where filtered for a minimum expression value of 0.5 TPM<br> Note: In the publication figures were made using ORFs belong to annotation classes 0 (intergenic), 3 (intron), and 5,6, and 7 (CDS/exon).<br> 0 = intergenic<br> 1 = close to gene (same strand)<br> 2 = close to gene (opposite strand)<br> 3 = intron (same strand)<br> 4 = intron (opposite strand)<br> 5 = CDS (out of frame, same strand)<br> 6 = CDS (out of frame, opposite strand)<br> 7 = CDS (in frame)<br> - information on minimum age given in million years (column 'age') <br> 0 = human-restricted<br> 6.65 = homolog in Pan<br> 9.06 = homolog in Gorilla<br> 15.76 = homolog in Pongo<br> 28.44 = homolog in Macaca<br> 90 = homolog in Mus<br> Note: in the publication these correspond to conservation classes 0-5 respectively.<br>
DOI: 10.5517/ccxmhww
title: CCDC 852899: Experimental Crystal Structure Determination

description: Related Article: Vladimir V. Sharutin, Vladislav S. Senchurin, Olga K. Sharutina,  Zoya A. Starikova, Sergey A. Glazun, Vladimir I. Bregadze|2012|Butlerovskie soobshcheniya|29|51|
DOI: 10.5517/ccdc.csd.cczk33q
title: CCDC 910163: Experimental Crystal Structure Determination

description: Related Article: Yan Tao, Yu Guanping, Liu Pengfei, Xiong Lixia, Yu Shujing, Li Zhengming|2012|Chem.Res.Chin.Univ.|28|53|
DOI: 10.5517/ccxmhvv
title: CCDC 852898: Experimental Crystal Structure Determination

description: Related Article: Vladimir V. Sharutin, Vladislav S. Senchurin, Olga K. Sharutina,  Zoya A. Starikova, Sergey A. Glazun, Vladimir I. Bregadze|2012|Butlerovskie soobshcheniya|29|51|
DOI: 10.5517/ccdc.csd.cc24yw66
title: CCDC 1994918: Experimental Crystal Structure Determination

description: Related Article: A.S. Kubasov, E.S. Turishev, A.V. Kopytin, L.K. Shpigun, K.Yu. Zhizhin, N.T. Kuznetsov|2021|Inorg.Chim.Acta|514|119992|doi:10.1016/j.ica.2020.119992
DOI: 10.5517/ccdc.csd.cc2578wl
title: CCDC 2002999: Experimental Crystal Structure Determination

description: Related Article: Monireh Ghorbanpour, Behzad Soltani, Christopher J. Ziegler, Kazem Jamshidi-Ghaleh|2021|Inorg.Chim.Acta|514|119957|doi:10.1016/j.ica.2020.119957
DOI: 10.5517/ccdc.csd.cc253nkj
title: CCDC 1999517: Experimental Crystal Structure Determination

description: Related Article: Chanchan Xu, Le Lv, Zhijuan Zhang, Wei Liu|2020|Inorg.Chem.Commun.|121|108185|doi:10.1016/j.inoche.2020.108185
DOI: 10.5517/ccdc.csd.cc25js3m
title: CCDC 2012120: Experimental Crystal Structure Determination

description: Related Article: Liuzhou Gao, Guoqiang Wang, Hui Chen, Jia Cao, Xiaoshi Su, Xueting Liu, Mo Yang, Xu Cheng, Shuhua Li|2020|Org.Chem.Front.|7|2744|doi:10.1039/D0QO00827C
DOI: 10.5517/ccdc.csd.cc25kwtg
title: CCDC 2013196: Experimental Crystal Structure Determination

description: Related Article: Lukas M. Sigmund, Lutz Greb|2020|Chemical Science|11|9611|doi:10.1039/D0SC03602A
DOI: 10.5517/ccdc.csd.cc25kwvh
title: CCDC 2013197: Experimental Crystal Structure Determination

description: Related Article: Lukas M. Sigmund, Lutz Greb|2020|Chemical Science|11|9611|doi:10.1039/D0SC03602A
DOI: 10.5517/ccdc.csd.cc25p79f
title: CCDC 2016404: Experimental Crystal Structure Determination

description: Related Article: Palanisamy Rajakannu, Hyung Suk Kim, Woochan Lee, Ajay Kumar, Min Hyung Lee, Seunghyup Yoo|2020|Inorg.Chem.|59|12461|doi:10.1021/acs.inorgchem.0c01561
DOI: 10.5517/ccdc.csd.cc25qs6x
title: CCDC 2017889: Experimental Crystal Structure Determination

description: Related Article: Ziyang Wang, Anqi Huang, Fang Fang, Pengfei Li, Guokai Liu, Wenjun Li|2020|Org.Biomol.Chem.|18|6807|doi:10.1039/D0OB01558J
DOI: 10.5517/ccdc.csd.cc25ryxt
title: CCDC 2019027: Experimental Crystal Structure Determination

description: Related Article: Zhiyuan He, Xiaolian Xue, Yilan Liu, Na Yu, Jeremy P. Krogman|2020|Dalton Trans.|49|12586|doi:10.1039/D0DT00570C
DOI: 10.5517/ccdc.csd.cc25ryyv
title: CCDC 2019028: Experimental Crystal Structure Determination

description: Related Article: Zhiyuan He, Xiaolian Xue, Yilan Liu, Na Yu, Jeremy P. Krogman|2020|Dalton Trans.|49|12586|doi:10.1039/D0DT00570C
DOI: 10.5517/ccdc.csd.cc25wyvw
title: CCDC 2022869: Experimental Crystal Structure Determination

description: Related Article: Eva Schendera, Alexander Villinger, Malte Brasholz|2020|Org.Biomol.Chem.|18|6912|doi:10.1039/D0OB01494J
DOI: 10.5255/ukda-sn-854273
title: Co-developing risk assessment across disciplines and borders: Gene drive mosquito field trials in Uganda 2019

description: Gene drive is an emerging biotechnology that can be used to bias the inheritance of a specific genetic trait in any population of sexually reproducing organisms. In Uganda, and in other African countries, there is interest in the possibility of using synthetic gene drives to reduce the population of the mosquito species Anopheles gambiae which is the primary transmitter of the malaria parasite plasmodium falciparum. This dataset contains transcripts of interviews conducted with a wide range of stakeholders; environmentalists, scientists, regulators and prospective implementers, on the topic of risk assessment for gene drive mosquitoes in Uganda.
DOI: 10.6084/m9.figshare.13006922
title: S1 File.xlsx

description: The data file includes:1. Plasma cytokine concentration of CRC patients and healthy donors2. mMDSC frequency of CRC patients and healthy donors3. Tumor stage of CRC patients4. Age and sex of CRC patients and healthy donors
DOI: 10.6084/m9.figshare.13006922.v1
title: S1 File.xlsx

description: The data file includes:1. Plasma cytokine concentration of CRC patients and healthy donors2. mMDSC frequency of CRC patients and healthy donors3. Tumor stage of CRC patients4. Age and sex of CRC patients and healthy donors
DOI: 10.5281/zenodo.4049932
title: Supporting data to 'Correlations between sea-level components are driven by regional climate change'

description: Dataset supporting the initial submission of the manuscript 'Correlations between sea-level components are driven by regional climate change'
DOI: 10.5281/zenodo.4049931
title: Supporting data to 'Correlations between sea-level components are driven by regional climate change'

description: Dataset supporting the initial submission of the manuscript 'Correlations between sea-level components are driven by regional climate change'
DOI: 10.5258/soton/d1340
title: Raw data for Integration of low loss vertical slot waveguides on SOI photonic platforms for high efficiency carrier accumulation modulators

description: This dataset supports the publication: Zhang, W. et al (2020). Integration of low loss vertical slot waveguides on SOI photonic platforms for high efficiency carrier accumulation modulators. Optics Express 28(16). Silicon accumulation type modulators offer prospects of high power efficiency, large bandwidth and high voltage phase linearity making them promising candidates for a number of advanced electro-optic applications. A significant challenge in the realisation of such a modulator is the fabrication of the passive waveguide structure which requires a thin dielectric layer to be positioned within the waveguide, i.e. slotted waveguides. Simultaneously, the fabricated slotted waveguide should be integrated with conventional rib waveguides with negligible optical transition losses. Here, successful integration of polysilicon and silicon slot waveguides enabling a low propagation loss 0.4-1.2 dB/mm together with an ultra-small optical mode conversion loss 0.04 dB between rib and slot waveguides is demonstrated. These fabricated slot waveguide with dielectric thermal SiO2 layers thicknesses around 6 nm, 8 nm and 10 nm have been characterized under transmission electron microscopy allowing for strong carrier accumulation effects for MOS-capacitor electro-optic modulators.
DOI: 10.5523/bris.2ynd0zj7oqd1t24t6vhhh83exn
title: Data from paper "Global bimodal precipitation seasonality: A systematic overview"

description: Data used to create sinusoidal functions that approximate month-to-month rainfall patterns on a global scale and are used to find whether locations experience one or two rainfall seasons per year.
DOI: 10.5258/soton/d1467
title: Dataset for article: Synchrotron radiation-based X-ray tomography reveals sexual dimorphism in cementum incrementation

description: This dataset supports the publication: Newham, Elis et al. (2020). Synchrotron radiation-based X-ray tomography reveals sexual dimorphism in cementum incrementation, Proceedings of the Royal Society: Interface
DOI: 10.5258/soton/d1532
title: Data to support thesis: Dysmenorrhea and its Impact on the Health-Related Quality of Life of Adolescent Girls

description: This dataset contains data from my PhD thesis which investigates the impact of adolescent dysmenorrhea on health-related quality of life. The dataset contains: 1. Qualtiative Data Set: Adolescent's Interviews This data is within a folder titled 'Adolescent Interviews' which contains 19 anonymised transcripts from adolescents. The aim of this study was to explore the experiences of adolescents living with dysmenorrhea. 2. Qualtiative Data Set: Mother's Interviews This data is within a folder titled 'Mother's Interviews' which contains 18 anonymised transcripts from mothers of adolescents experiencing dysmneorrhea. The aim of this study was to explore maternal perceptions of adolescent dysmenorrhea. 3. Quantitative Survey Data A quantiative data set from a survey which collected data from 333 adolescent girls aged 13-18 years old. The file is titled 'Quantitative Data Set'. The data is presented in excel. This has been exported from SPSS. The data was exported with the values instead of codes. Therefore, the data set should be easy to read as the values assigned are simply answers to the survey questions. The aim of this survey study was to investigate the psychosocial predictors of qualtiy of life outcomes among adolescent girls.
DOI: 10.5258/soton/d1468
title: Dataset for 213 nm Laser Written Waveguides in Ge-doped Planar Silica without hydrogen loading

description: All data used in the publication "213 nm Laser Written Waveguides in Ge-doped Planar Silica without hydrogen loading" in Optics Express.
DOI: 10.5258/soton/d0598
title: Dataset for "Far-field unlabeled super-resolution imaging with superoscillatory illumination

description: This dataset supports the publication: Edward T. F. Rogers, Shmma Quraishe, Katrine S. Rogers, Tracey A. Newman, Peter J. S. Smith, and Nikolay I. Zheludev (2020) 'Far-field unlabeled super-resolution imaging with superoscillatory illumination', APL Photonics 5, 066107 (2020); https://doi.org/10.1063/1.5144918 This dataset contains the data underlying: figures 2, 4, 5, 6 and 7 in the main manuscript; suplementary figure 2S; and suplementary videos 1-4. Data from simulations is provided as Matlab data (.mat) files. Imaging data captured exeprimentally is provided as tiff files, with raw captured data and processed data as presented in the manuscript provided. For Matlab files, the relevant variables for each figure are given in the Read Me file.
DOI: 10.5258/soton/d1510
title: Data set for: Guided wave inspection of bars in reinforced concrete beams using surface mounted vibration sensors

description: Data set for journal paper "Guided wave inspection of bars in reinforced concrete beams using surface mounted vibration sensors" in Vibration.
DOI: 10.26049/asp78-2-2020-04/1
title: Cryptic diversity in the whip spider genus Paraphrynus (Amblypygi: Phrynidae): integrating morphology, karyotype and DNA – Electronic Supplements
DOI: 10.5281/zenodo.4050071
title: Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languages

description: We present Afro-MNIST, a set of synthetic MNIST-style datasets for four orthographies used in Afro-Asiatic and Niger-Congo languages: Ge`ez (Ethiopic), Vai, Osmanya, and N'Ko.<br> These datasets serve as ``drop-in'' replacements for MNIST. We hope that MNIST-style datasets will be developed for other numeral systems, and that these datasets vitalize machine learning education in underrepresented nations in the research community.
DOI: 10.5281/zenodo.4050070
title: Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languages

description: We present Afro-MNIST, a set of synthetic MNIST-style datasets for four orthographies used in Afro-Asiatic and Niger-Congo languages: Ge`ez (Ethiopic), Vai, Osmanya, and N'Ko.<br> These datasets serve as ``drop-in'' replacements for MNIST. We hope that MNIST-style datasets will be developed for other numeral systems, and that these datasets vitalize machine learning education in underrepresented nations in the research community.
DOI: 10.5281/zenodo.4049960
title: FIB-tomography data of porous Zr-oxide fabricated with varying sintering conditions

description: This dataset contains 3D data acquired with FIB-tomography from porous Zr-oxide. The pore structures of the ceramic materials were investigated in context with optimization of transport properties (aimed for low viscous flow/permeability and high electric conduction via liquid electrolyte in the pores), so that the Zr-oxide is suitable for application as liquid junction (diaphragm) in pH-sensors. Further details on the scientific background are given in Holzer et al., 2016, Materials & Design, 99, 314–327. (http://doi.org/10.1016/j.matdes.2016.03.034). The tomographs represent 9 ceramic materials that were produced with different sintering temperatures (1250, 1300, 1325 and 1350°C) and different sintering times (1, 2 and 3 hours). The study includes quantitative descriptions of relevant microstructure characteristics (porosity, tortuosity, constrictivity, hydraulic radius) and corresponding effective transport prorperties (permeability, conductivity). Each tomograph is presented as stack of 2D-tiff-images in two different versions: as gray-scale images (raw data) and as binarized images (segmented, with solid=black and pores=white). The voxel resolution is 10x10x10 nm for all 18 image stacks. More details on the image data (e.g. voxel nr, image window size, data size) are given in the downloadable file '2_3D_Data_Info.xlsx'.
description: &gt; Funding: Swiss Commission for Technology and Innovation (CTI), Project Nr. 16851.1 PFNM-NM &gt; Project Database: https://www.zhaw.ch/no_cache/en/research/research-database/project-detailview/projektid/2106/ &gt; Authors Personal Homepages: https://www.zhaw.ch/en/about-us/person/holz/ https://www.zhaw.ch/index.php?id=9118 https://www.researchgate.net/profile/Lorenz_Holzer https://scholar.google.com/citations?hl=de&user=9Wr7IccAAAAJ