cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b96v5hmfv6.3
title: COVID19FN

description: COVID19FN is a dataset that comprises of labelled news articles of misinformation spread during the Infodemic. It contains approximately 2800 news articles, real and fake, scraped from Poynter and other fact-checking sites. It also contains information such as source URL, publish date and origin country of the news article. Potential applications of this dataset would be to explore various research areas such as classification of intention, study of spatial and temporal features, and linguistic indications that can provide further insight and help mitigate its effect as much as possible.
DOI: 10.17632/p8kf893yv3.1
title: Lithium-ion Battery OCV and Dynamic Test Data of a LiFePO4 cylindrical cell

description: This lab experimental data repository contains open-circuit voltage (OCV) and dynamic test data of the commercial A123 26650 m1b ( 2.5 Ah LiFePO4) cylindrical cell. This dataset was collected at the High-Voltage Battery Research Lab at University of Colorado Colorado Springs using an Arbin BT2000 battery cycler and a Cincinnati Sub-zero thermal chamber. This dataset has been used for the model parameterization of a coupled electro-thermal equivalent-circuit model (CET model) in the following publications: A. K. de Souza, G. Plett and M. S. Trimboli, "Lithium-Ion Battery Charging Control Using a Coupled Electro-Thermal Model and Model Predictive Control," 2020 IEEE Applied Power Electronics Conference and Exposition (APEC), 2020, pp. 3534-3539, doi: 10.1109/APEC39645.2020.9124431. Kawakita de Souza, A. (2020). Advanced Predictive Control Strategies for Lithium-Ion Battery Management Using a Coupled Electro-Thermal Model [Master thesis, University of Colorado, Colorado Springs]. ProQuest Dissertations Publishing. M. A. Xavier, A. K. de Souza and M. S. Trimboli, "An LPV-MPC Inspired Battery SOP Estimation Algorithm Using a Coupled Electro-Thermal Model," 2021 American Control Conference (ACC), 2021, pp. 4421-4426, doi: 10.23919/ACC50511.2021.9483433. - The OCVdata and DYNdata folders contain the lab data that can be used with the ECM toolbox from Prof. Plett's book (Battery Management Systems, Volume I: Battery Modeling) to estimate the parameters of the Enhanced self-correcting model for the temperature range from -25 ℃ to 45 ℃ in increments of 10 ℃. - The CCCV folder contains the CCCV data at 25 ℃ at four different charging C-rates (1C, 2C, 3C and 4C). - The Miscellaneous folder contains: i) Experimental data for cell discharging using UDDS drive cycles at 25 ℃ and 35 ℃ used in the publications mentioned above. ii) Periodic pulse data for thermal dynamics characterization used in the master thesis mentioned above.
DOI: 10.17632/sdkcpwtchj.2
title: Raw data_Achieving co-benefits by implementing the low-carbon city pilot policy in China: Effectiveness and efficiency

description: The raw data belong to “Assessing the effectiveness and efficiency of co-benefits generated by implementing the low-carbon city pilot policy in China”.
DOI: 10.17632/x44nvt8v27.1
title: Paleo-suture zone disrupted by thrust in East Junggar southern Altaids

description: The supporting information includes Text S1 of method, Table S1-S3 on zircon U-Pb ages of samples 19EJ04, 19EJ29, 19EJ30, 19EJ14, 19EJ16 from Hongliu Valley, East Junggar, compiled ages of ophiolite, magmatism, and metamorphism, and ages of zircon/apatite fission track in the East Junggar, West Junggar, Altay and Tuva regions, and supporting references.
DOI: 10.17632/k5d598277b.1
title: Lip Reading Word-Bangla (LRW-B) Dataset

description: The Lip Reading Word-Bangla (LRW-B) Dataset is a specialized dataset designed to facilitate research in lip-reading and speech recognition for the Bangla language. It consists of high-quality video recordings of individuals articulating isolated Bangla words, capturing the intricate movements of the lips. The dataset is intended to support developing and evaluating lip-reading models, particularly for applications in speech recognition and assistive technologies in Bangla.
DOI: 10.17632/mdmjvmdz3n.1
title: Replication data

description: These are datasets produced by geographically combining Living-Standards Measurement Study - Integrated Studies on Agriculture (LSMS-ISA) data spanning 3 waves, from 2009 to 2012, and refugee data provided by the UNHCR at the settlement level. 
The Stata code for running the analyses is also provided.
DOI: 10.17632/f2yfz4r9fr.1
title: Medical Sentiment Analysis Dataset for Kurdish Short Text over Social Media

description: Data Description

The Kurdish language is one of the languages of the Middle East that is used for speaking by Kurdish people. Central Kurdish (Sorani) and Kurmanji are two popular dialects of the Kurdish Language [1, 2]. In this project, the Sorani dialect is used for collecting the database. The texts of Sorani Kurdish are like Persian, Arabic, and Urdu that are written from right to left. The characters among those languages are almost like each other but sometimes have different Unicode as shown in Table 1. The number of Sorani Kurdish alphabets is 36 that is divided into vowels (ا, ه‌, و, ۆ, وو, ى, ێ) and consonants (ئ, ب, پ, ت, ج, چ, ح, خ, د, ر, ڕ, ز, ژ, س, ش, ع, غ, ف, ڤ, ق, ک گ, ل, ڵ, م, ن, ه, (و, ى)) [3, 4]. The character (و, ى)  used as vowels and constants based on the positions of the word for example the word (گوڵ) (gull) means (Flower) the (و)  is vowel while the word (وازى) (wazi) means (game) the (و) is constant and the word (يارى) (yari) means (play) the first  (ى) is constant by contrast the second one is a vowel. The Kurdish language is complex and has different scripts (no standard) for Sorani dialect for example in some sources (ك) is used instead of (ک) [3, 4].

Dataset Labeling:

After collecting the dataset, another important step is labeling the samples. For this purpose, three annotators read the samples accurately and manually labeled the unlabeled samples for two classes (medical and non-medical). This process needs a huge effort and consumes time. For labeling each sample, the annotator annotates the sample based on some special words in the medical domain and the meaning of each sentence as shown in Table 4:
DOI: 10.17632/byvh656k98.1
title: Data for: predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning

description: This file contains the Python code for the pre-trained models of predictSLUMS in the five studied cities.
DOI: 10.17632/nhpdyrx89j.1
title: The main and trace elements of NWA 12279 lunar meteorite

description: Table S1-1. Major elements in coarse-grained plagioclase of  NWA 12279 
Table S1-2. Major elements in fine-grained plagioclase of  NWA 12279 
Table S2-1. Major elements in the core of spinel of  NWA 12279 
Table S2-2. Major elements in the rim of spinel of  NWA 12279 
Table S3-1. Major elements in the core of olivine of  NWA 12279
 Table S3-2. Major elements in the rim of olivine of  NWA 12279
Table S4-1. Major elements in the pigeonite of  NWA 12279
Table S4-2. Major elements in the augite of  NWA 12279
Table S5. Major elements in the augite of  NWA 12279 
Table S6-1. Major elements in Mg-rich magma melt inclusions of  spinels of  NWA 12279
Table S6-2. Major elements in Si-rich magma melt inclusions of  spinels of  NWA 12279
Table S7. Whole rock composition of NWA 11279
Table S8. The compositions of Fe-Ni alloy of  NWA 12279
Table S9-1. Trace elements in the coarse-grained plagioclases of NWA 12279
Table S9-2. Trace elements in the troctolitic rock of NWA 12279
Table S9-3. Trace elements in spinels of NWA 12279
DOI: 10.17632/zm4f727vvr.1
title: Clustered residential electricity load profiles from Smart Grid Smart City dataset

description: This dataset contains 30-minute interval electricity load data for 6031 residential customers in NEW South Wales for the calendar year 2013. The original data was collected for the the AusGrid Smart Grid Smart Cities (SGSC) project and made publicly available. (Smart Grid Smart City Customer Trial Data. 2014; http://www.data.gov.au. ) Customers with 90% or more complete data for the year have been further selected to exclude load profiles that have been significantly affected by participation in the demand response activities as part of the SGSC trial. Missing data has been filled. The load profiles have then been clustered within different customer groups and according to dwelling type (house or unit). Details of the data preparation, clustering process and categorization of the clusters according to household characteristics is described in the forthcoming article Roberts, M.B., Haghdadi, N., Bruce, A., and MacGill, I.: ‘Cluster-based characterisation of Australian apartment electricity demand and its implications for low-carbon cities'.
DOI: 10.17632/3szjvt3w78.1
title: Cyber Attack Evaluation Dataset for Deep Packet Inspection and Analysis

description: To determine the effectiveness of any defense mechanism, there is a need for comprehensive real-time network data that solely references various attack scenarios based on older software versions or unprotected ports, and so on. This presented dataset has entire network data at the time of several cyber attacks to enable experimentation on challenges based on implementing defense mechanisms on a larger scale. For collecting the data, we captured the network traffic of configured virtual machines using Wireshark and tcpdump. To analyze the impact of several cyber attack scenarios, this dataset presents a set of ten computers connected to Router1 on VLAN1 in a Docker Bridge network, that try and exploit each other. It includes browsing the web and downloading foreign packages including malicious ones. Also, services like FTP and SSH were exploited using several attack mechanisms. The presented dataset shows the importance of updating and patching systems to protect themselves to a greater extent, by following attack tactics on older versions of packages as compared to the newer and updated ones. This dataset also includes an Apache Server hosted on the different subset on VLAN2 which is connected to the VLAN1 to demonstrate isolation and cross-VLAN communication. The services on this web server were also exploited by the previously stated ten computers. The attack types include: Distributed Denial of Service, SQL Injection, Account Takeover, Service Exploitation (SSH, FTP), DNS and ARP Spoofing, Scanning and Firewall Searching and Indexing (using Nmap), Hammering the services to brute-force passwords and usernames, Malware attack, Spoofing and Man-in-the-Middle Attack. The attack scenarios also show various scanning mechanisms and the impact of Insider Threats on the entire network.
DOI: 10.17632/9nrdzdpcjd.1
title: Financial disclosures on renewable energy generation in Europe

description: The raw data extracted from the annual reports of European renewable energy producers.
DOI: 10.17632/fhcnzn3z96.1
title: Boundaries of the amplituhedron with amplituhedronBoundaries

description: Positive geometries provide a modern approach for computing scattering amplitudes in a variety of physical models. In order to facilitate the exploration of these new geometric methods, we introduce a Mathematica package called “amplituhedronBoundaries” for calculating the boundary structures of three positive geometries: the amplituhedron, the momentum amplituhedron and the hypersimplex. The first two geometries are relevant for scattering amplitudes in planar N = 4 supersymmetric Yang–Mills theory, while the last one is a well-studied polytope appearing in many contexts in mathematics, and is closely related to the m = 2 momentum amplituhedron. The package includes an array of useful tools for the study of these positive geometries, including their boundary stratifications, drawing their boundary posets, and additional tools for manipulating combinatorial structures useful for positive Grassmannians.
DOI: 10.17632/mksx6zk2hb.1
title: Environmental Commitments and Innovation in China

description: This Data to the nexus between corporate ESG commitments—with a spotlight on environmental considerations—and innovation trends in China's corporate sector consisting of 5,102 companies from 2006 to 2020
DOI: 10.17632/55t555h72m.1
title: High Temperature, Bargaining Power and Within-Firm Wage Inequality: Evidence from China

description: Please use the do file named "program.do" and execute the codes in Stata to reproduce the results of all tables and figures except Figure 2. Figure 2 is created by Geoda software, so it is not convenient to introduce its operation procedure by code. For its related data, please refer to "Fig2.xls" in the folder "data".
DOI: 10.17632/gpk4zn73xn.1
title: uCRM: undeflected Common Research Model

description: The zip files below contain the aerodynamics and structural geometries, meshes, and other data files for two open models for high-fidelity wing aerostructural studies. uCRM-9: A flexible version of NASA’s Common Research Model configuration (https://commonresearchmodel.larc.nasa.gov/) uCRM-13.5: A higher aspect ratio version for very flexible wing design studies A full explanation of how these models were developed can be found in reference [1]. If you use the model, please cite the paper. The goal of these models is to provide a common benchmark for aerostructural analysis and design optimization of transonic flexible wing aircraft. These models were already used in various studies [2-5]. The methods used in these optimizations were originally described in reference [6]. The flight conditions are actual flight conditions and not the CRM wind tunnel conditions, so the Reynolds number differs. The conditions are: M = 0.85 CL = 0.5 Altitude = 37,000 ft uCRM-9: Re = 43,130,072 (Re length 7.01 m) uCRM-13.5: Re = 35,524,500 (Re length 5.77m) The files include: Geometry files for the wing-body-tail configuration of each aircraft (IGES/TIN) Aerodynamic mesh files for the wing-body-tail configuration of each aircraft, both in multi-block and overset format (CGNS) Structural mesh files for the aluminum wingbox structure including material properties based on a smeared stiffness blade-stiffened panel approach, external control surface and engine masses, and aerodynamic loads for the nominal cruise (BDF) Reference solutions using the MACH framework and NASTRAN All units are in SI (kg/m/s) References: 1. Brooks TR, Kenway GKW, Martins JRRA. Benchmark Aerostructural Models for the Study of Transonic Aircraft Wings. AIAA Journal. 2018 ;56(7):2840-–2855. 2. Kenway GKW, Martins JRRA. Multipoint High-fidelity Aerostructural Optimization of a Transport Aircraft Configuration. Journal of Aircraft. 2014 ;51(1):144–160. 3. Burdette DA, Martins JRRA. Design of a Transonic Wing with an Adaptive Morphing Trailing Edge via Aerostructural Optimization. Aerospace Science and Technology. 2018 ;81:192–203. 4. Burdette DA, Martins JRRA. Impact of Morphing Trailing Edge on Mission Performance for the Common Research Model. Journal of Aircraft. 2019 ;56:369–384. 5. Brooks TR, Martins JRRA, Kennedy GJ. High-fidelity Aerostructural Optimization of Tow-steered Composite Wings. Journal of Fluids and Structures. 2019 . 6. Kenway GKW, Kennedy GJ, Martins JRRA. Scalable parallel approach for high-fidelity steady-state aeroelastic analysis and adjoint derivative computations. AIAA Journal. 2014 ;52(5):935–951.
DOI: 10.17632/krxbjm89zr.1
title: Family UNited: Piloting of a new universal UNODC family skills programme to improve child mental health, resilience and parenting skills in Indonesia and Bangladesh

description: Family is one of the most influential social institutions and caregivers can act as the main protective factors for children’s mental health and resilience skills. Family skills programmes support caregivers to be better parents and strengthen positive age-specific and age-appropriate family functioning and interactions. We developed a universal, brief and light family skills programme that is intended for implementation in low-resource settings; the Family UNited (FU) programme, consisting of 12 sessions of 8 hours contact time over 4 weeks. We conducted a pilot study in Bangladesh and Indonesia to show feasibility of implementation, replicability and effectiveness of FU in improving family functioning, child behaviour and resilience.
We recruited caregivers with children aged eight to 14 years through schools in East Java, Indonesia and Dhaka, Bangladesh and enrolled them in the FU programme. Demographic data, emotional and behavioural difficulties of children, child resilience and parental skills and family adjustment measures were collected from children and caregivers before, 2 and 6 weeks after the intervention. Outcome was assessed through the SDQ (Strengths and Difficulties Questionnaire), PAFAS (Parenting and Family Adjustment Scales) and CYRM-R (Child and Youth Resilience Measure). 
We enrolled 29 families in Bangladesh and allocated 37 families to the intervention and 33 to the control group in Indonesia. Overall, there was no effect over time in the control group on any of the PAFAS subscales, whereas significant reductions in scores were found on six of the seven subscales in either country in the intervention group, most prominently in caregivers with higher scores at baseline. We found highly significant reductions in total SDQ scores in the intervention group in both countries, whereas there was no effect over time in the control group in Indonesia. Boys in the intervention group in Indonesia and in Bangladesh seemed to have benefitted significantly on the SDQ as well as the total resilience scale. Overall, on the CYRM-R, particularly children below the 33rd percentile at pre-test benefitted substantially from the programme.
The implementation of a brief family skills programme was seemingly effective and feasible in a resource-limited setting and positively improved child mental health, resilience and parenting practices and family adjustment skills. These results suggest the value of such a programme and call for further validation through other methods of impact assessment and outcome evaluation.
DOI: 10.17632/t3n67539ws.2
title: Raw Data: Create The Strategy Innovation Towards Factors That Affecting Consumer Buying Behavior

description: This research is an analysis of the customer behaviour to purchase packaging product of Softbox - Raw Data Analysis
DOI: 10.17632/wfb26ndw57.2
title: Persistent and Transitory Components of Firm Characteristics 2

description: Part One of Dataset for replicating Persistent and Transitory Components of Firm Characteristics 1
DOI: 10.17632/ywgv7mxzn4.1
title: Drug Addicted or Not People - DANP

description: Drug Addicted or Not People -DANP
All images are 160px in height and 160px in weight. All image formats are .png. Images are in RBG format.
DOI: 10.17632/nbbhy2yxmz.3
title: Grape Version 1

description: Documentation for the Grape V1, drawn from the Github at https://github.com/HamSCI/PSWS_Documentation/tree/master/Grape_Gen1_PSWS

Crowdsourced data collection among the international community of amateur radio operators and shortwave listeners has great potential for addressing problems of undersampling in the geospace system.
Quantitative Doppler measurements of high frequency (HF) time standard stations, used in bottomside ionospheric sensing, have been accomplished using existing radio hardware belonging to volunteers in distributed campaigns.
However, typical shortwave receivers cannot be put to ordinary use while these measurements are being taken, do not have standardized signal chains, and are generally too expensive to be purchased for the purpose of taking Doppler measurements alone. Here, we provide documentation for a low-cost intermediate frequency receiver, the Grape Version 1, which is designed specifically for measurements of North American time standard stations.
Grape receivers can be easily constructed and deployed by amateur scientists in order to gain a deeper understanding of variations in radio propagation in their local environment. When compared over long periods and across distributed networks of stations, the resulting data yield insights on greater spatial and time scales.  At the time of this writing, several of these receivers have been deployed across the United States and are currently collecting data. These receivers form the first iteration of the Personal Space Weather Station network.

See https://doi.org/10.1016/j.ohx.2022.e00289 for documentation, and https://doi.org/10.5194/essd-2022-303 for data. 
____________________________________________________

29 May 2023: Posted updated instructions, `MakeGrape1OSImageV1_03.pdf`, with explicit instructions on how to request a node number.

16 May 2022: Posted software update, v1.2, to support automated data upload. 

4 March 2022: Added hardware files for WWV Grape 1 Radio Ver 1.12, which has several significant improvements. See Grape v1.12.zip for most current hardware files. 
1 - Input protection improved; parts now easy to solder
2 - Part selection updated according to current availability
3 - Added a 4th frequency band (15 MHz) as a selection for the input filter
4 - Bandpass filters were adjusted to the current Grape 2 values
DOI: 10.17632/fhmbdc496y.1
title: Assembly data for newly sequenced genomes used in "Prediction of antibiotic resistance in Escherichia coli from large-scale pan-genome data"

description: These are 256 assembly files for the genomes sequenced for the manuscript. The file "accession.txt" contains tags and accession numbers
DOI: 10.17632/n4cdwp6pwc.1
title: Data for: Characterisation of irradiation enhanced strain localisation in a zirconium alloy

description: Pre- and post-deformation BSE images, displacement field calculated with LaVision DaVis 8.1.5 and post-deformation EBSD data acquired using Oxford Instruments AZTEC 3.3.
DOI: 10.17632/8kpvtwxxtx.2
title: Data for: Techno-economic modelling for energy cost minimisation of a university campus to support electric vehicle charging with photovoltaic capacity optimisation

description: The datasets have been used in the research paper titled “Techno-economic modelling for energy cost minimisation of a university campus to support electric vehicle charging with photovoltaic capacity optimisation”. The datasets include a year-round travel dataset (daily travel distance and workplace arrival–departure times) of privately used EVs. The datasets also include: 1) raw data of vehicle usage sourced from the Victorian Integrated Survey of Travel & Activity (VISTA); 2) daily travel distance and workplace arrival–departure times for privately used vehicles; 3) probability distributions and cumulative distributions of the daily travel distance and workplace arrival–departure times.
DOI: 10.17632/73gz5z4ctw.1
title: New Measurement of Air Pollution Reduction Co-benefits from Climate Change Mitigation: Future Scenarios for the Chinese Electric Power Sector

description: STATA CODE & DATA