cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/j2bj-s880
title: The dataset for pork adulteration from electronic nose system

description: E-nose can be used for food authentication and adulteration assessment.Recently, halal authentication has gained attention because of cases of pork adulteration in beef.In this study,The electronic nose was built using nine MQ series gas sensors from Zhengzhou Winsen Electronics Technology Co., Ltd for detection pork adulteration in beef. The list of gas sensors are MQ2, MQ4, MQ6, MQ9, MQ135, MQ136, MQ137, and MQ138. These gas sensors were assembled with an Arduino microcontroller. For data communication, a universal serial bus (USB) interface was used to transfer the signals from the microcontroller to the computer. The gas sensors were placed in a sample chamber made of transparent glass.
DOI: 10.25386/genetics.12136941.v2
title: Supplmental Material for Gaur et al., 2020

description: Supplemental figures S1 - S9.<br>
DOI: 10.17632/jjh787pvsr.1
title: low back pain in coffee pickers

description: Database to determine the point prevalence of low back pain and associated risk factors among coffee pickers from Chinchiná and Palestina, Colombia. Patients responded to a survey including short-answer questions about demographics, occupational data, and questions about low back pain. VO2max and body fat content was measured.
DOI: 10.26300/0m74-xp13
title: Figures Data
DOI: 10.17632/tzv223xgsr.1
title: Materials for: Assessing Epistemic Beliefs Regarding the Co-construction of Knowledge: Implications for Team Science.

description: Scientific collaboration is necessary as research grows increasingly more complex. Research focusing on the Science of Team Science (SciTS) seeks to better understand and facilitate collaborative research in science. The current work provides new empirical understandings on epistemic beliefs about group knowledge or how a group collectively comes to know something through the development of the Epistemic Beliefs about the Co-Construction of Knowledge (EB-CCK) inventory. Using exploratory and confirmatory factor analyses, the present study established an 18-item inventory composed of two factors: one capturing a more collaborative mindset and one capturing a more individual mindset about the co-construction of knowledge. These materials are not to be redistributed or repurposed without permission from the corresponding author (Erica Kessler: dgrisham@memphis.edu).
DOI: 10.17632/v3w485jnz5.1
title: Illumina and PacBio DNA sequencing data, de novo assembly and annotation of the genome of Aurantiochytrium limacinum strain CCAP_4062/1
DOI: 10.3886/e117466v4
title: Rich Pickings? Risk, Return, and Skill in Household Wealth

description: We investigate wealth returns on an administrative panel containing the disaggregated balance sheets of Swedish residents. The expected return on household net wealth is strongly persistent, determined primarily by systematic risk, and increasing in net worth, exceeding the risk-free rate by the size of the equity premium for households in the top 0.01%. Idiosyncratic risk is transitory but generates substantial long-term dispersion in returns in top brackets. Systematic and idiosyncratic risk both drive the cross-sectional distribution of the geometric average return over a generation. Furthermore, wealth returns explain most of the historical increase in top wealth shares.<br><br><br><br>
DOI: 10.17632/h55cyhs82c.1
title: Clinical, laboratory, and radiologic findings associated with mortality in COVID-19: a systematic review and meta-analysis

description: A companion code and data repository for the submission, "Clinical, laboratory, and radiologic findings associated with mortality in COVID-19: a systematic review and meta-analysis".
DOI: 10.17632/vrdj6vv33y.1
title: CEL to calculate OSI
DOI: 10.17632/wf64vzcg58.2
title: Data for: Municipal wastewater sludge as a renewable, cost-effective feedstock for transportation biofuels using hydrothermal liquefaction

description: These supplemental data contain site-specific estimates of chemical energy (COD) and total dry solids by waste phase for &gt;15000 wastewater treatment facilities in the US under present and hypothetical future conditions. The intent of the data are to support national scale waste-to-energy modeling, and the values for any given site may not match actual site conditions.
DOI: 10.26182/5eb29cfe3ec56
title: Western Australia Tide Gauge Data
DOI: 10.17632/2d3r233cm7.2
title: Data For Smart City dimensions : Applying DEMATEL

description: DEMATEL helps to rank the alternatives between the main and sub-dimensions of any decision-problem. Although, the ranking is not the only choice point as, via DEMATEL the causer and receiver relations are also to be revealed, helping decision-maker in predicting the importance of the dimensions of the main subjects.
DOI: 10.17632/ybfvpgvvsj.3
title: Code and data for "Two-stage Variational Mode Decomposition and Support Vector Regression for Streamflow Forecasting"

description: This data repository contains code and data for the research article “Two-stage Variational Mode Decomposition and Support Vector Regression for Streamflow Forecasting”, which is currently under review for the journal Hydrology and Earth System Sciences (HESS). The underlying data of this study is the monthly runoff data sets (from Jan 1953 to Dec 2018) of Huaxian, Xianyang, and Zhangjiashan stations, Wei River, China, which is organized in "time_series" directory. The unit of measurement is 10^8m^3/s. The fundamental code for decomposing runoff data, deciding input predictors and output target, generating machine learning samples, building support vector regression (SVR) models, and evaluating the model performance is organized in the “tools” directory. The execution code for forecasting different runoff series using different decomposition algorithms (e.g., variational mode decomposition (VMD), ensemble empirical mode decomposition (EEMD), discrete wavelet transform (DWT), Singular spectrum analysis (SSA) or non-decomposition-based (Orig)) are organized in “projects” directory (e.g., “huaxian_vmd/projects/”). To reproduce the results of this paper, follow the instructions given in readme.md. Note that the same results demonstrated in this paper cannot be reproduced but similar results should be reproduced.
DOI: 10.5281/zenodo.3797578
title: Data set for "Quantitative and Qualitative bibliometric scope toward the Synthesis of Rose Oxide as a Natural Product in perfumery"

description: This is the bibliometric data for "Quantitative and Qualitative bibliometric scope toward the Synthesis of Rose Oxide as a Natural Product in perfumery" study which were derived from SCOPUS database, on 23<sup>rd</sup> September 2019, based on title search.
description: The data, 1422 documents, collected from SCOPUS database.
DOI: 10.5281/zenodo.3797579
title: Data set for "Quantitative and Qualitative bibliometric scope toward the Synthesis of Rose Oxide as a Natural Product in perfumery"

description: This is the bibliometric data for "Quantitative and Qualitative bibliometric scope toward the Synthesis of Rose Oxide as a Natural Product in perfumery" study which were derived from SCOPUS database, on 23<sup>rd</sup> September 2019, based on title search.
description: The data, 1422 documents, collected from SCOPUS database.
DOI: 10.17632/m5d7kh4r8y.4
title: Data for: Ecological momentary assessment of mood and physical activity in people with depression

description: Processed paired accelerometry and mood data from the "ecological momentary assessment of mood and physical activity in people with depression" study.
DOI: 10.5281/zenodo.3801584
title: Resource Menteri di Indonesia dari id.dbpedia.org

description: Dataset untuk menteri-menteri di Indonesia beserta nama presiden dan daerah asalnya
DOI: 10.18430/m36orc
title: X-ray diffraction data for the crystal structure of Sel1 repeat protein from Oxalobacter formigenes (6ORC)
DOI: 10.5281/zenodo.3801583
title: Resource Menteri di Indonesia dari id.dbpedia.org

description: Dataset untuk menteri-menteri di Indonesia beserta nama presiden dan daerah asalnya
DOI: 10.18430/m36wrh
title: X-ray diffraction data for the the crystal structure of Papain-Like Protease of SARS CoV-2 , C111S mutant (6WRH)
DOI: 10.21227/c8kb-nb34
title: Brazilian Coin Detection Dataset

description: This dataset is a collection of images and their respective labels containing examples of multiple Brazilian coins, the primary purpose is to support the development of Computer Vision techniques for automatic detection of such objects, i.e., localization and classification tasks. It contains coins of R$ 0.05, 0.10, 0.25, 0.50 and 1.00 in Brazilian currency from the 2nd family, as manufactured by Casa da Moeda (http://www.casadamoeda.gov.br) since 2010. The samples were collected with a mobile phone and contain multiple coins placed upon a flat white A4 sheet of paper. Labels were obtained from a group with several individuals from both sexes and detailed reviewed. Each label has a circular or polygon shape and denotes the corresponding value in cents of the coin it is related to. This dataset is an improvement from Brazilian Coins (available at https://www.kaggle.com/lgmoneda/br-coins) where location labels were created.
DOI: 10.21227/rhqq-d084
title: Wireless Network Traffic Time Series of an Enterprise Network

description: This MATLAB dataset (.mat) contains the collected real measurement data from a total of 470 access points (APs) deployed in the Linnanmaa campus of the University of Oulu, Finland. The measurements include IDs, dates of data collection, number of users, received traffic data, transmitted traffic data and location names of each AP. Each observation of traffic data and number of users provide the data value at every 10-minute interval between December 18, 2018 and February 12, 2019. Please cite this as: S. P. Sone & Janne Lehtomäki & Zaheer Khan. "Wireless Traffic Usage Forecasting Using Real Enterprise Network Data: Analysis and Methods". supplementary material, Dataset, 2020. Size: 25.1 MB (26,338,384 bytes). Platform and Environment: any platform supporting MATLAB .mat files (such as MATLAB, Octave, etc.)
DOI: 10.21227/wnsx-ja20
title: Wireless Network Traffic Time Series of an Enterprise Network

description: This MATLAB dataset (.mat) contains the collected real measurement data from a total of 470 access points (APs) deployed in the Linnanmaa campus of the University of Oulu, Finland. The measurements include IDs, dates of data collection, number of users, received traffic data, transmitted traffic data and location names of each AP. Each observation of traffic data and number of users provide the data value at every 10-minute interval between December 18, 2018 and February 12, 2019. Please cite this as: S. P. Sone & Janne Lehtomäki & Zaheer Khan. "Wireless Traffic Usage Forecasting Using Real Enterprise Network Data: Analysis and Methods". supplementary material, Dataset, 2020. Size: 25.1 MB (26,338,384 bytes). Platform and Environment: any platform supporting MATLAB .mat files (such as MATLAB, Octave, etc.)
DOI: 10.5281/zenodo.3798701
title: Table of the differentially expressed genes for "SP vs. BTS-embryos".

description: Table of the differentially expressed genes for “SP vs. BTS-embryos”.
DOI: 10.5281/zenodo.3798702
title: Table of the differentially expressed genes for "SP vs. BTS-embryos".

description: Table of the differentially expressed genes for “SP vs. BTS-embryos”.
DOI: 10.21227/18d1-yz49
title: Brazilian Coin Detection Dataset

description: This dataset is a collection of images and their respective labels containing examples of multiple Brazilian coins, the primary purpose is to support the development of Computer Vision techniques for automatic detection of such objects, i.e., localization and classification tasks. It contains coins of R$ 0.05, 0.10, 0.25, 0.50 and 1.00 in Brazilian currency from the 2nd family, as manufactured by Casa da Moeda (http://www.casadamoeda.gov.br) since 2010. The samples were collected with a mobile phone and contain multiple coins placed upon a flat white A4 sheet of paper. Labels were obtained from a group with several individuals from both sexes and detailed reviewed. Each label has a circular or polygon shape and denotes the corresponding value in cents of the coin it is related to. This dataset is an improvement from Brazilian Coins (available at https://www.kaggle.com/lgmoneda/br-coins) where location labels were created.
DOI: 10.21227/1t9z-7054
title: M2M using OPC UA

description: Cyber-Physical Production Systems (CPPS) are the key enabling for industrial businesses and economic growth. The introduction of the Internet of Things (IoT) in industrial processes represents a new Internet revolution, mostly known as 4th Industrial Revolution, towards the Smart Manufacturing concept. Despite the huge interest from the industry side to innovate their production systems, in order to increase revenues at lower costs, the IoT concept is still immature and fuzzy, which increases security related risks in industrial systems. This dataset was generated by implementing and injecting various attacks on a OPC UA based CPPS testbed, and it aim to enable users to evaluate the effectiveness of different techniques for developed Intrusion Detection Systems (IDS) in the manufacturing context.
DOI: 10.21227/bdh0-gf43
title: Task-space Synergies for Reaching using Upper-limb Prostheses Experimental Data (2020)

description: Synergistic prostheses enable the coordinated movement of the human-prosthetic arm, as required by activities of daily living. This is achieved by coupling the motion of the prosthesis to the human command, such as residual limb movement in motion-based interfaces. Previous studies demonstrated that developing human-prosthetic synergies in joint-space must consider individual motor behaviour and the intended task to be performed, requiring personalisation and task calibration. In this work, an alternative synergy-based strategy, utilising a synergistic relationship expressed in task-space, is proposed. This task-space synergy has the potential to replace the need for personalisation and task calibration with a model-based approach requiring knowledge of the individual user’s arm kinematics, the anticipated hand motion during the task and voluntary information from the prosthetic user. The proposed method is compared with surface electromyography-based and joint-space synergy-based prosthetic interfaces in a study of motor behaviour and task performance on able-bodied subjects using a VR-based transhumeral prosthesis. Experimental results showed that for a set of forward reaching tasks the proposed task-space synergy achieves comparable performance to joint-space synergies and superior to conventional surface electromyography. Case study results with an amputee subject motivate the further development of the proposed task-space synergy method.
DOI: 10.21227/p2n4-y128
title: Cooking activity dataset with macro and micro activities

description: This dataset features cooking activities with recipes and gestures labeled. The data has been collected using two smartphones (right arm and left hip), two smartwatches (both wrists) and one motion capture system with 29 markers. There were 4 subjects who prepared 3 recipes (sandwich, fruit salad, cereal) 5 times each. The subjects followed a script for each recipe but acted as naturally as possible
DOI: 10.21227/tsvp-fk81
title: Vessel tracking (AIS), vessel metadata and dirway datasets

description: The dataset consists of vessel tracking data in the form of AIS observations in the Baltic Sea during years 2017-19. The AIS observations have been enriched with vessel metadata such as power, max speed and draft. The data has been collected for master’s thesis work and the data has been splitter into training and validation sets. The AIS observations do not cover all months of the collection period. The observations are sorted by vessel mmsi. Each observation contains information of timestamp, mmsi, lat, lon, speed (meters per second), course (degrees), heading (degrees), turnrate (degrees per minute), breadth (meters), vessel_type, vessel_max_speed (meters per second), draft (meters), power, dwt (tons) and iceclass.
DOI: 10.5281/zenodo.3801882
title: ImmunoCluster: Development and testing datasets

description: Here you can find links to download datasets assosciated with ImmunoCluster: an R package that provides a complete toolkit to carry out immune profiling from both liquid and imaging high-dimensional mass (CyTOF) and flow cytometry. https://github.com/kordastilab/ImmunoCluster Description of files: *Github walkthrough data* -fcs_data.zip: .fcs data files that have undergone gating cleanup -panel_metadata.rds: CyTOF staining panel metadata rds object -panel_metadata.xlsx: CyTOF staining panel metadata excel file -sample_metadata.rds: CyTOF patient metadata rds object -sample_metadata.xlsx: CyTOF patient metadata excel file -sce_gvhd.rds: Initialised ImmunoCluster SingleCellExperiment object
DOI: 10.5281/zenodo.3799604
title: Behavioral Software Engineering - Example of psychometric evaluation with R

description: <strong>Dataset under preparation and temporarily closed access. Will be made publicly available once submitted.</strong> The present document provides an executable hands-on introductory psychometric validation example written for a behavioral software engineering audience. The present document is part of a paper: &gt; Daniel Graziotin, Per Lenberg, Robert Feldt, Stefan Wagner (2020): Behavioral Sofware Engineering: Methodological Introduction to Psychometrics. Under Review Even though it is as self-contained as possible, we recommend reading it after reading the paper. The present document is also a [R Markdown file](https://rmarkdown.rstudio.com). Its text version is interactive and can be executed directly in R Studio, making it completely reproducible.
DOI: 10.5281/zenodo.3798212
title: WHO tweets data

description: Dataset in .csv and .json with tweets from WHO and raw data in .xlsx. Datasets contain additional data about tweets languages.
DOI: 10.17632/9sc62n9nd4.1
title: Yellow River Station All-sky imager aurora dataset

description: The ASI aurora datasets came from Yellow River Station contains 1200 and 8001 aurora images. Band: G(557.7nm) Category: Arc, Drapery Corona, Hot-spot Corona, and Radiation Corona
DOI: 10.5281/zenodo.3802549
title: plan4res public dataset for case study 3 "Cost of RES integration and impact of climate change for the European Electricity System in a future world with high shares of renewable energy sources"

description: The objective of the plan4res project is to provide a well-structured and highly modular modelling framework to enable consistent insights into the different needs of future energy system. Three case studies will highlight the potentials of this framework by dealing with different aspects of a future energy systems.<br> Case study 3 will focus on cost of RES integration and impact of climate change for the European electricity system in a future world with high shares of renewable energy sources. Ist overall objectives are to identify the Cost of RES integration and impact of climate change for the European electricity system in a future world with high shares of renewable energy sources will be the main focus of case study 3.<br> The present dataset contains all the public data built for this case study. The related documentation is included in plan4res deliverable D4.5 <pre>https://doi.org/10.5281/zenodo.3785010</pre>
DOI: 10.3886/e119126v3
title: Proceedings of The International Research Education & Training Centre

description: Social <br>Science Economics <br>Psychology <br>Sociology <br>History <br>Political Science<br>Medicine<br><br><br><br><br><br><br>
DOI: 10.5066/p9v2o84r
title: Chemical and biological data from acute and chronic exposure to sodium nitrate and sodium sulfate for several freshwater organisms in water-only bioassays

description: The responses (survival, growth, and/or reproduction) of test organisms in six concentrations of toxicants in several test waters with different water quality characteristics. In addition to the individual biological data, chemical, and water quality measurements from each toxicity test are also reported. Test organisms include unionid mussels (Lampsilis siliquoidea, Villosa iris), a midge (Chironomus dilutus), fish (rainbow trout Oncorhynchus mykiss and fathead minnow, Pimephales promelas), 2 amphibians (Hyla versicolor, Lithobates sylvaticus), and an amphipod (Hyalella azteca).
DOI: 10.15468/3hwtht
title: The cavernicolous Oniscidea (Crustacea: Isopoda) of Portugal

description: This dataset contains the digitized treatments in Plazi based on the original journal article Reboleira, Ana Sofia P. S., Gonçalves, Fernando, Oromí, Pedro, Taiti, Stefano (2015): The cavernicolous Oniscidea (Crustacea: Isopoda) of Portugal. European Journal of Taxonomy 161: 1-61, DOI: http://dx.doi.org/10.5852/ejt.2015.161
DOI: 10.5281/zenodo.3799717
title: Linked COVID-19 Data: Johns Hopkins University (JHU) and European Centre for Disease Prevention and Control (ECDC)

description: Linked COVID-19 Data derived from <strong>Johns Hopkins University</strong> and <strong>European Centre for Disease Prevention and Control</strong> using the COVID-19 Ontology 10.5281/zenodo.3757828 developed for the Linked COVID-19 Data Dashboard: http://covid19data.link This files include data for covid19_jhu.ttl - COVID-19 data collected by the JHU covid19_ecdc.ttl - COVID-19 data collected by the ECDC This RDF files are based on https://pomber.github.io/covid19/timeseries.json https://opendata.ecdc.europa.eu/covid19/casedistribution/json/
DOI: 10.5281/zenodo.3799736
title: Linked COVID-19 Data: Robert Koch-Institut (RKI)

description: Linked COVID-19 Data derived from <strong>Robert Koch Institute</strong> using the COVID-19 Ontology 10.5281/zenodo.3757828 developed for the Linked COVID-19 Data Dashboard: http://covid19data.link This files include data for covid19_rki*.ttl - single COVID-19 cases per day, collected by the RKI https://www.arcgis.com/home/item.html?id=dd4580c810204019a7b8eb3e0b329dd6 "confirmed" is calcaulated by the column "Refdatum" covid19_rki_ger.ttl - COVID-19 cases per day for Germany, collected by the RKI covid19_rki_ger_cum.ttl - COVID-19 cases accumulated per day for Germany, collected by the RKI covid19_rki_fs.ttl - COVID-19 cases per day for the federal states in Germany, collected by the RKI covid19_rki_fs_cum.ttl - COVID-19 cases accumulated per day for the federal states in Germany, collected by the RKI This RDF files are based on the NPGEO Corona Hub 2020 https://opendata.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0.geojson https://npgeo-corona-npgeo-de.hub.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0/data
DOI: 10.3886/e119125v3
title: Ambiance in Life International Scientific Journal in Medicine of Southern Caucasus

description: Health and Human Development<br> Medicine<br>
DOI: 10.5281/zenodo.3801712
title: Viral ppulations from the Cariaco Basin

description: Here we present the 647 viral populations (clustered at 95% ID over 80% of the sequence) larger than 5kb from the Cariaco Basin and an additional 101 viral populations from the Tara Oceans GOV2.0 dataset which were also identified in Cariaco Basin via read recruitment.
DOI: 10.5281/zenodo.3801713
title: Viral ppulations from the Cariaco Basin

description: Here we present the 647 viral populations (clustered at 95% ID over 80% of the sequence) larger than 5kb from the Cariaco Basin and an additional 101 viral populations from the Tara Oceans GOV2.0 dataset which were also identified in Cariaco Basin via read recruitment.