cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3689441
title: Example computer vision classification training data derived from British Library 19th Century Books Image collection

description: Example computer vision classification training data derived from British Library 19th Century Books Image collection This dataset provides training data for image classification for use in a computer vision workshop. The images are derived from 'Digitised Books - Images identified as Embellishments. c. 1510 - c. 1900. JPG' from the year '1839'. The included classes are; 'building', 'people', 'coat of arms'. This dataset is not intended for serious use and was created only as an educational resource.
DOI: 10.15129/0f6d6d75-e62f-4ce6-9b95-bde18c5246c0
title: Data for: "Assessment of grid-connected wind turbines with inertia response considering internal dynamics"

description: This dataset contains multiple .zip folders containing simulation output data in .mat and .fig form. Including outputs from all models discussed within the paper.
DOI: 10.5285/b37470e2d12b4763a323a03d0f494f6a
title: GAUGE: Methane, carbon dioxide and meteorological observations taken onboard Finlandia Seaways (2015-2017)

description: This dataset contains methane, carbon dioxide and meteorological observations taken onboard the commercial freight ferry Finlandia Seaways on route between Rosyth (Scotland, UK: 56°1'21.611''N 3°26'21.558'' W) and Zeebrugge (Belgium : 51°21'16.96''N 3°10'34.645''E) 2015-2017 by the Centre for Ecology and hydrology (CEH). The measurements were taken using a Picarro CRDS model G1301, Vaisala WXT510 weather station and Garmin GPS. This data was collected as part of the Natural Environment Research Council (NERC) Greenhouse gAs Uk and Global Emissions (GAUGE) project (NE/K002449/1NERC) and NERC UK-SCAPE programme delivering National Capability (NE/R016429/1). The GAUGE project aimed to determine the magnitude, spatial distribution, and uncertainties of the UK's Greenhouse Gas budget using new and existing measurement networks and modelling approaches at a range of scales.
DOI: 10.5281/zenodo.3689433
title: Example computer vision classification training data derived from British Library 19th Century Books Image collection

description: Example computer vision classification training data derived from British Library 19th Century Books Image collection This dataset provides training data for image classification for use in a computer vision workshop. The images are derived from 'Digitised Books - Images identified as Embellishments. c. 1510 - c. 1900. JPG' from the year '1839'. The included classes are; 'building', 'people', 'coat of arms'. This dataset is not intended for serious use and was created only as an educational resource.
DOI: 10.5519/qd.hl3bid8z
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.6084/m9.figshare.11907333.v1
title: A New Bifuzzy Optimization Method for Remanufacturing Scheduling Using Extended Discrete Particle Swarm Optimization Algorithm

description: This is the experimental data of the manuscript entitled “A New Bifuzzy Optimization Method for Remanufacturing Scheduling Using Extended Discrete Particle Swarm Optimization Algorithm”. All data are generated through computer simulation and saved in the file with csv format. There are 32 instances for these experiments. The datasets show the number of end-of-life products, the number of non-identical parallel processing lines and the number of processing cells in each processing line. The bifuzzy processing time and bifuzzy processing cost of each product remanufactured at each processing cell of each line and the bifuzzy processing reliability of each product remanufactured at each processing line also show in the datasets. Each bifuzzy variables in the data is composed of five groups of triangular fuzzy numbers with possibilities. The values in each group represent the smallest possible value of triangular fuzzy number, the most promising value of triangular fuzzy number, the largest possible value of triangular fuzzy number, and the possibility of this bifuzzy vairbale to take the triangular fuzzy number in this group by this bifuzzy variable.
DOI: 10.5281/zenodo.3677699
title: Brilliant angle independent structural colours preserved in weevil scales from the Swiss Pleistocene

description: Raw SAXS detector image and Microspectrophotometric data for "Brilliant angle independent structural colours preserved in weevil scales from the Swiss Pleistocene"
DOI: 10.5281/zenodo.3677700
title: Brilliant angle independent structural colours preserved in weevil scales from the Swiss Pleistocene

description: Raw SAXS detector image and Microspectrophotometric data for "Brilliant angle independent structural colours preserved in weevil scales from the Swiss Pleistocene"
DOI: 10.6084/m9.figshare.11907330.v1
title: A New Bifuzzy Optimization Method for Remanufacturing Scheduling Using Extended Discrete Particle Swarm Optimization Algorithm

description: This is the experimental data of the manuscript entitled “A New Bifuzzy Optimization Method for Remanufacturing Scheduling Using Extended Discrete Particle Swarm Optimization Algorithm”. All data are generated through computer simulation and saved in the file with csv format. There are 32 instances for these experiments. The datasets show the number of end-of-life products, the number of non-identical parallel processing lines and the number of processing cells in each processing line. The bifuzzy processing time and bifuzzy processing cost of each product remanufactured at each processing cell of each line and the bifuzzy processing reliability of each product remanufactured at each processing line also show in the datasets. Each bifuzzy variables in the data is composed of five groups of triangular fuzzy numbers with possibilities. The values in each group represent the smallest possible value of triangular fuzzy number, the most promising value of triangular fuzzy number , the largest possible value of triangular fuzzy number, and the possibility of this bifuzzy vairbale to take the triangular fuzzy number in this group by this bifuzzy variable.
DOI: 10.6073/pasta/80e12845fb06cd0540eada96a438313f
title: Soil Carbon in a Hemlock Stand Infected by Hemlock Woolly Adelgid at Harvard Forest since 2015

description: The main objective of this research is to study changes in soil carbon stocks (soil C, root biomass) and fluxes (soil respiration) in a hemlock stand that is currently infested by the hemlock woolly adelgid, and where trees are declining in vigor and dying off. Soil respiration is measured throughout the growing season using an automated system, which produces a long-term, high-temporal-resolution series of soil respiration over multiple locations. Soil carbon stocks and root biomass are estimated by sampling soil in multiple locations throughout the hemlock stand following the sampling design used by Serita Frey at Harvard Farm (“Conan plots”). The large number of samples will be used to determine how many should be resampled in the future to be able to determine if any difference in soil C content or root biomass is statistically significant. Soil and roots will be sampled every 5 to 10 years to evaluate the trends in soil carbon stocks during and after the decline of hemlock caused by the hemlock woolly adelgid infestation.
DOI: 10.5255/ukda-sn-854153
title: The impact of skim reading and navigation when reading hyperlinks on the web, experimental data 2009-2018
DOI: 10.21227/x3d8-v912
title: Open Repository for the Evaluation of Ransomware Detection Tools

description: This repository contains the results of running more than 70 samples of ransomware, from different families, dating since 2015. It contains the network traffic (DNS and TCP) and the Input/Output (I/O) operations generated by the malware while encrypting a network shared directory. These data are contained in three files for each ransomware sample: one with the information from the DNS requests, other with the TCP connections another one containing the I/O operations. This information can be useful for testing new and old ransomware detection tools and compare their results.
DOI: 10.5281/zenodo.3688427
title: 2018 CODATA values converted to the machine-readable D-SI XML format

description: This data set provides 2018 CODATA values for fundamental physical constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5281/zenodo.3688428
title: 2018 CODATA values converted to the machine-readable D-SI XML format

description: This data set provides 2018 CODATA values for fundamental physical constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5281/zenodo.3689490
title: 96x96 Electron Microscopy Images

description: Three datasets available as numpy (.npy) files that can be opened in Python with np.load(). There are 3 variants: Crops from full STEM images. STEM images area downsampled with MATLAB and default antialiasing. TEM images area downsampled with MATLAB and default antialiasing. Images were saved to University of Warwick dataservers by dozens of scientists working on hundreds of projects. Full-sized versions of datasets are available on a University of Warwick Electron Microscopy dataserver: https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning/
DOI: 10.5281/zenodo.3689489
title: 96x96 Electron Microscopy Images

description: Three datasets available as numpy (.npy) files that can be opened in Python with np.load(). There are 3 variants: Crops from full STEM images. STEM images area downsampled with MATLAB and default antialiasing. TEM images area downsampled with MATLAB and default antialiasing. Images were saved to University of Warwick dataservers by dozens of scientists working on hundreds of projects. Full-sized versions of datasets are available on a University of Warwick Electron Microscopy dataserver: https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning/
DOI: 10.7910/dvn/jcvr1h/hlrbaw
title: Coup-Proofing 1970-2020.tab

description: :unav
DOI: 10.21227/v6e3-k441
title: Open Repository for the Evaluation of Ransomware Detection Tools

description: This repository contains the results of running more than 70 samples of ransomware, from different families, dating since 2015. It contains the network traffic (DNS and TCP) and the Input/Output (I/O) operations generated by the malware while encrypting a network shared directory. These data are contained in three files for each ransomware sample: one with the information from the DNS requests, other with the TCP connections another one containing the I/O operations. This information can be useful for testing new and old ransomware detection tools and compare their results.
DOI: 10.21227/rgyc-tx54
title: Open Repository for the Evaluation of Ransomware Detection Tools

description: This repository contains the results of running more than 70 samples of ransomware, from different families, dating since 2015. It contains the network traffic (DNS and TCP) and the Input/Output (I/O) operations generated by the malware while encrypting a network shared directory. These data are contained in three files for each ransomware sample: one with the information from the DNS requests, other with the TCP connections another one containing the I/O operations. This information can be useful for testing new and old ransomware detection tools and compare their results.
DOI: 10.21227/wmab-kz45
title: Open Repository for the Evaluation of Ransomware Detection Tools

description: This repository contains the results of running more than 70 samples of ransomware, from different families, dating since 2015. It contains the network traffic (DNS and TCP) and the Input/Output (I/O) operations generated by the malware while encrypting a network shared directory. These data are contained in three files for each ransomware sample: one with the information from the DNS requests, other with the TCP connections another one containing the I/O operations. This information can be useful for testing new and old ransomware detection tools and compare their results.
DOI: 10.5519/qd.ckbo9s3i
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (132 records)
DOI: 10.25625/dwuv8g/z9cvco
title: flux_9e_minus6.txt

description: :unav
DOI: 10.25625/dwuv8g/6e0t7a
title: vertical_6h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/ryeymg
title: flux_3e_minus6.txt

description: :unav
DOI: 10.25625/dwuv8g/0rl9fq
title: vertical_1h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/bcvb17
title: comsol_16h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/3jm91j
title: comsol_1h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/g1zzmj
title: flux_9e_minus6.txt

description: :unav
DOI: 10.25625/dwuv8g/v9qnht
title: flux_2e_minus5.txt

description: :unav
DOI: 10.25625/dwuv8g/zsveue
title: Data_InfExp.txt

description: :unav
DOI: 10.25625/dwuv8g/wcwe4h
title: outflow_experiment.txt

description: :unav
DOI: 10.25625/dwuv8g/b33dja
title: outflow_simulation.txt

description: :unav
DOI: 10.25625/dwuv8g/tdfsjq
title: flux_3e_minus6.txt

description: :unav
DOI: 10.25625/dwuv8g/0ywiqt
title: Data_InfSim.txt

description: :unav
DOI: 10.25625/dwuv8g/dddoui
title: comsol_6h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/i4qnu0
title: vertical_16h_7p5em5.txt

description: :unav
DOI: 10.25625/dwuv8g/tjhcq7
title: flux_2e_minus5.txt

description: :unav
DOI: 10.25625/dwuv8g
title: Smoothed Particle Hydrodynamics model development

description: This dataset is created in addition to paper "Multiscale Smoothed Particle Hydrodynamics model development for simulating preferential flow dynamics in fractured porous media"
DOI: 10.25625/dwuv8g/lpfyru
title: pore_size_sandstone.xls

description: :unav
DOI: 10.5281/zenodo.3688468
title: 2018 SI defining constants converted to machine-readable XML format

description: This data set provides 2018 CODATA defining constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5281/zenodo.3688467
title: 2018 SI defining constants converted to machine-readable XML format

description: This data set provides 2018 CODATA defining constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5281/zenodo.3689502
title: 96x96 Exit Wavefunctions

description: 512x512 exit wavefunctions were simulated with clTEM, then cropped to 320x320 to remove edge artefacts.The 320x320 crops were then linearly downsampled to 96x96. They are numpy files (.npy) that can be opened in Python with np.load(). Each wavefunction has shape [96, 96, 2], where the last two channels are for real [..., 0] and imag [..., 1] components, respectively.Wavefunctions have been stacked into a single array using a 0th axis. There are three files: wavefunctions_n=3 is for a large range of materials and physics hyperparameters wavefunctions_restricted_n=3 is for a large range of materials and a small range of physics hyperparameters wavefunctions_single_n=3 is for In<sub>1.7</sub>K<sub>2</sub>Se<sub>8</sub>Sn<sub>2.28</sub> and a large range of physical hyperparameters Full sized versions are available on University of Warwick Electron Microscopy dataservers: https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning arXiv preprint: https://arxiv.org/abs/2001.10938
DOI: 10.5281/zenodo.3689503
title: 96x96 Exit Wavefunctions

description: 512x512 exit wavefunctions were simulated with clTEM, then cropped to 320x320 to remove edge artefacts.The 320x320 crops were then linearly downsampled to 96x96. They are numpy files (.npy) that can be opened in Python with np.load(). Each wavefunction has shape [96, 96, 2], where the last two channels are for real [..., 0] and imag [..., 1] components, respectively.Wavefunctions have been stacked into a single array using a 0th axis. There are three files: wavefunctions_n=3 is for a large range of materials and physics hyperparameters wavefunctions_restricted_n=3 is for a large range of materials and a small range of physics hyperparameters wavefunctions_single_n=3 is for In<sub>1.7</sub>K<sub>2</sub>Se<sub>8</sub>Sn<sub>2.28</sub> and a large range of physical hyperparameters Full sized versions are available on University of Warwick Electron Microscopy dataservers: https://warwick.ac.uk/fac/sci/physics/research/condensedmatt/microscopy/research/machinelearning arXiv preprint: https://arxiv.org/abs/2001.10938
DOI: 10.5281/zenodo.3689263
title: 2014 SI defining constants converted to machine-readable XML format

description: This data set provides 2014 CODATA defining constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5281/zenodo.3689262
title: 2014 SI defining constants converted to machine-readable XML format

description: This data set provides 2014 CODATA defining constants using the XML scheme based on the Digital-SI (D-SI) data model that enables a machine-readable transmission of metrological data in digital applications.
description: The development of the unified meta data format for the exchange of measurement data in ICT applications and its implementation using XML is part of the research project EMPIR 17IND02 (title: SmartCom). This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
description: {"references": ["https://www.ptb.de/si/codata/codata.xsd"]}
DOI: 10.5519/qd.g9jztyy0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (9 records)
DOI: 10.17632/7hhps8cmpt.1
title: Data for: Raters’ measurement of test-task authentic engagement in L2 oral-performance assessment: An exploration of scale development

description: This dataset corresponds to a study of authenticity in L2 oral-performance language testing conducted in 2018.
DOI: 10.21227/jjba-6220
title: Thermal-Visual Paired Dataset

description: This is a dataset having paired thermal-visual images collected over 1.5 years from different locations in Chitrakoot, India and Prayagraj, India. The images can be broadly classified into greenery, urban, historical buildings and crowd data.The crowd data was collected from the Maha Kumbh Mela 2019, Prayagraj, which is the largest religious fair in the world and is held every 12 years.
DOI: 10.21227/07hz-nt79
title: Thermal-Visual Paired Dataset

description: This is a dataset having paired thermal-visual images collected over 1.5 years from different locations in Chitrakoot, India and Prayagraj, India. The images can be broadly classified into greenery, urban, historical buildings and crowd data.The crowd data was collected from the Maha Kumbh Mela 2019, Prayagraj, which is the largest religious fair in the world and is held every 12 years.
DOI: 10.17632/v5fp7n39hg.1
title: Data for: A Location-Based Orientation-Aware Recommender System Using IoT Smart Devices and Social Networks

description: In this study, 20 recommendation lists are provided for each of 7,214 user's locations in total. Four different buffer sizes (two, five, ten, and 15 km) and four UPDs are considered for each user's location to prepare the event recommendation lists. In the implemented scenario, three different scenarios were applied in order to support research claims. The word "SC" refers to a specific scenario as "SC_1" refers to the first scenario. Totally, considering four circle buffers and four UPDs in each buffer, 16 buffer lines will be prepared as "sc_1_line_1" refers to the first UPD in the buffer size of two kilometers. In addition, "sc_1_cycle" refers to all the event venues that are located in the circle buffer size of two kilometers. "EventVenues" and "venuesMBBs" contain geospatial information for the selected venues and also their extracted minimum bounding boxes. All the imported building located in the city of Calgary, Alberta is in the "calgaryBuilding" table, and "userLocations" shows the spatial information considered for the 7,214 user's locations.
DOI: 10.5519/qd.qhiay0z5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (384 records)
DOI: 10.14457/ku.res.2020.15
title: การสำรวจ จำแนก และคัดเลือกเชื้อราเอ็คโตไมคอร์ไรซาที่ละลายฟอสเฟตได้จากดินสวนมังคุด
DOI: 10.14457/ku.res.2020.16
title: การออกแบบเครื่องลำเลียงผลมะพร้าวร่วมกับระบบนับจำนวนผลด้วยเซ็นเซอร์อินฟราเรด
DOI: 10.14457/ku.res.2020.17
title: การเพิ่มผลผลิตในลำไยพันธุ์ดอด้วยปุ๋ยทางใบสูตร 18-6-12
DOI: 10.14457/ku.res.2020.18
title: จำนวนและการงอกของละอองเรณูมะม่วงและผลของสารป้องกันกำจัดแมลงต่อการงอกของละอองเรณูมะม่วงน้ำดอกไม้สีทอง
DOI: 10.14457/ku.res.2020.19
title: ผลของ BA และ NAA ต่อการชักนำยอดของมะละกอแขกดำเกษตรในสภาพปลอดเชื้อ
DOI: 10.14457/ku.res.2020.20
title: ผลของกรดซิตริก สารละลายไฮดรอกซีควิโนลีน และน้ำตาลซูโครสต่อคุณภาพการปักแจกันของดอกดาหลา
DOI: 10.14457/ku.res.2020.21
title: ผลของการควั่นต้นต่อการเพิ่มคุณภาพผลผลิตองุ่นพันธุ์ Beauty Seedless
DOI: 10.14457/ku.res.2020.22
title: ผลของขนาดหัวพันธุ์ต่อความงอกและการเจริญเติบโตของต้นกล้ากระชาย
DOI: 10.14457/ku.res.2020.23
title: ผลของระยะปลูกต่อการเจริญเติบโตและผลผลิตของฟักทองพันธุ์ลายทอง
DOI: 10.14457/ku.res.2020.24
title: ผลของหลังคาพลาสติกต่ออุณหภูมิและความเข้มแสงเหนือเรือนยอดองุ่นพันธุ์เพอร์เลท
DOI: 10.14457/ku.res.2020.25
title: มะเขือเทศสีดาพันธุ์ใหม่ศูนย์วิจัยพืชสวนศรีสะเกษ
DOI: 10.14457/ku.res.2020.26
title: ลักษณะสัณฐานวิทยา ความหลากหลายทางพันธุกรรม และพฤกษเคมีของมะกิ้ง
DOI: 10.14457/ku.res.2020.27
title: วิจัยและพัฒนาเครื่องแยกเมล็ดโกโก้ออกจากผล