cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w78tyrjz4z.1
title: VPAgs-Dataset4ML: A Dataset to Predict Viral Protective Antigens for Machine Learning-Based Reverse Vaccinology

description: This dataset contains 2,145 viral protein sequences, with positive.fasta containing 210 protective antigens (PAgs) and negative.fasta containing 1,935 non-protective protein sequences. The PAgs are the result of quality checks performed on viral PAgs from the publicly available Protegen database. The non-protective protein sequences were chosen using computational steps carried out on viral protein sequences in UniProt, a well-known and freely accessible protein sequence database. Researchers may benefit from VPAgs-Dataset4ML in developing machine learning models to predict viral protective antigens as potential vaccine candidates. This information could be used by vaccinologists to help develop effective vaccines that could help save patients' lives.
DOI: 10.17632/wyjy6pr445.1
title: Code for FEBrNet

description: The research on AI-assisted breast diagnosis has primarily been based on static images. It is unclear whether it represents the best diagnostic image. To explore the method of capturing complementary responsible frames from breast ultrasound screening, we developed a feature entropy breast network (FEBrNet) to select responsible frames from breast ultrasound screenings. This repository contains the code for FEBrNet and the necessary ultrasound screening demos.
DOI: 10.17632/xbfbcy5bhv.1
title: Data on Internet Addiction and Mental Health among university students in Malawi

description: The data about internet addiction and mental health symptoms collected from a set of randomly sampled 984 students from both public and private universities in Malawi submitted to Data in Brief Journal as supplementary to the article under review.
DOI: 10.17632/xbfbcy5bhv.2
title: Data on Internet Addiction and Mental Health among university students in Malawi

description: The data about internet addiction and mental health symptoms collected from a set of randomly sampled 984 students from both public and private universities in Malawi.
DOI: 10.17632/pcxm4wk57j.1
title: Supplemental Table 1

description: Ambiguous melanocytic lesions: a retrospective cohort study of incidence and outcome of MELTUMP and SAMPUS in the Netherlands
Supplemental Table 1: Protocol for data collection and categorization.
DOI: 10.6073/pasta/dd536178a0e6a4500b17ef9679a5c3ea
title: Minocqua Dam Monthly Meteorological Data at North Temperate Lakes LTER 1905 - current

description: Minoqua Dam, Wisconsin. Meteorological measurements are being gathered at a site at the Minocqua Dam for these purposes: 1) to supplement the data from the raft on Sparkling Lake and 2) to provide standard meteorological measurements for the North Temperate Lakes site. The following parameters are measured and stored as monthly values: 1) mean daily air temperature, 2) mean maximum air temperature, 3) mean minimum air temperature, 4) total precipitation, and 5) total snowfall. Sampling Frequency: data averaged to monthly values Number of sites: 1
DOI: 10.17632/wfs8k2pphd.1
title: Posterior distribution of trees used in Michielsen et al

description: Posterior distribution of phylogenetic trees from Upham et al 2019 (PlosBiology) used in the Michielsen et al study (Nature Communications). 1000 trees from the DNA-only and completed trees from Upham et al. 2019
DOI: 10.17632/jp6kfmh22p.1
title: Data Set for article "This time is different: Fiscal response to the COVID-19 pandemic among EU countries"

description: This data set file comprises the data employed for the estimations in the article "This time is different: Fiscal response to the COVID-19 pandemic among EU countries", International Economics, Volume 172, December 2022, Pages 217-226. 

Sources: AMECO (2020). Macro-economic database of the European Commission’s Directorate General for Economic and Financial Affairs; and Eurostat (2022a). General government expenditure by function (COFOG), Series [gov 10a exp], see reference list in the article.
DOI: 10.17632/nxhrn795ng.1
title: 2021 Covid-19 Ecological Sociological, Demographical, Policy Factor Analysis Dataset

description: Sociological, demographic and epidemiological data obtained from open, publicly available sources was compiled into a dataset of national and sub-national statistics with a number of distinct sociological, demographic, policy and epidemiological (Covid-19) parameters. Preprocessing and adjustment of data was performed to ensure correctness of analysis, including adjustment by duration, per capita scaling and similar.
38 national and subnational jurisdictions with 10 parameters in the groups: social behavior; demographics; policy; epidemiological plus Covid-19 impact. Detailed description: S. Dolgikh: "Unsupervised clustering in epidemiological factor analysis". The Open Bioinformatics Journal 14 (1), 63-72 2021.
DOI: 10.17632/n4ypn8sp9m.1
title: Dataset for TPB, Data Security and Perceived Benefits

description: This data is linked to the article titled "The Effects of Data Security and Perceived Benefits on Influencing UAE Mobile Phone Users for Recycling", This study examines the factors influencing mobile phone users' intention to engage in mobile phone recycling. These factors are from the theory of planned behaviour (TPB), but extended to additional factors, namely, data security and perceived benefits, to provide a new paradigm for analysing customer behaviour. The partial least squares structural equation modelling (PLS-SEM) procedure was used to analyse 601 results obtained in the UAE through a self-administered online survey. The results revealed that perceived benefits (either financial or environmental) and perceived behavioural control had the strongest and statistically significant positive effects on the intention of mobile phone users in the UAE to participate in reverse supply chain (RSC) processes like recycling or refurbishing. The effects of attitude and subjective norms were denoted as the second most positive influence. Contrarily, the effects of data security were significant but influenced only 7% of the UAE mobile phone users’ intention to participate in RSC processes.
DOI: 10.17632/dm3d48vbb9.1
title: Improved split TEV GPCR beta-arrestin recruitment assays by systematic analysis of signal peptide and a beta-arrestin binding motif variants

description: Data contain firefly luciferase readings from split TEV GPCR beta-arrestin-2 recruitment assays in 4 cell lines.
DOI: 10.17632/h2tyfzy9jw.1
title: Dataset for Elsevier Fitoterapia (2022)

description: The following files are associated with the manuscript "Quantum-Mechanical Characteristics of Apigenin: Antiradical, Metal Chelation and Inhibitory Properties in Physiologically Relevant Media", Elsevier Fitoterapia, 2022.

They include geometries of molecules used therein and allows to reproduce the obtained results.
DOI: 10.17632/s7cghps827.1
title: Learning from the COVID-19 Pandemic: Healthcare Disturbances and Telemedicine as an Alternative Rheumatology Practice in Indonesia

description: COVID-19 (Corona Virus Disease 2019) affects healthcare services. Besides, World Health Organization suggests telemedicine as an alternative in medical practice. During the pandemic, internal and external factors affect health care disruption and treatment interruption. Thus, telemedicine services may become an alternative in rheumatology practice during the COVID-19 pandemic and in the future.
DOI: 10.17632/p8rgkfhjbz.1
title: The Parametric Earthquake Catalogue for the Intra-Carpathians Region (Romania) for the period 1223 to 1990

description: The Catalogue is a compilation containing 1299 events (Mw≥3.0) that occurred between 08.01.1223 and 31.12.1989 within the Intra-Carpathians Region of Romania. The focal parameters of imported earthquakes have been revised using all primary data collected from the available sources (macroseismic observations, documents, books, private notes, newspapers, etc.). Historical instrumental data are from digitized analogue seismograms and bulletins collected through EuroSeismos and Sismos-Neries 2006-2010 projects. These data have been processed using modern criteria, methods and recalibrated relationships (eg EMS scales, digital techniques, macroseismic location, Mw estimation). 
The final catalogue contains several newly identified earthquakes. Also, several events from the Romplus catalogue were evaluated as false, being parameterized with a single macroseismic date (Io), in reality, these are intensity data points for strong earthquakes that occurred within neighbouring countries (see Oros 2011; Oros et al. 2021)
The events were relocated by i) the MEEP macroseismic method (Musson&Jimenez, 2008) calibrated by Oros et al (2019) and ii) the grid-search technique using the Seisan program and the IASPEI91 velocity model when instrumental data have been available. The macroseismic locations were validated by comparison with those obtained by the BKW method (Bakun&Wentworth, 1997), recently calibrated by Oros et al (2019a). The macroseismic focal depth was estimated by Blake's relation using a new regional k coefficient computed by Oros et al (2019). When the macroseismic data were insufficient for applying the above-mentioned methods/relationships we used fixed values for the depth values calculated for the major morpho-structural large areas using recent digital data.
The moment magnitude, Mw was calculated by i) MEEP/BKW methods or Mw=f (Io; Ri; Mi) conversions when the macroseismic intensity (Io), radii of isoseists (Ri) or instrumental magnitudes (Mi) were available and ii) the scalar moment method or a specific relationship (Oros et al, 2021) when historicl digitized seismograms we used. Mw estimated with MEEP/BKW methods were validated by comparison to those calculated with the relations Mw=f(Io/Imax; Ri; Ai) calibrated by Oros et al (2017). 
Selected references
W.H. Bakun, C.M. Wentworth, Bulletin of Seismological Society of America, 87, 6, 1502 – 1521 (1997).
M.W. Musson, M.J. Jimenez, NERIES project report, Module NA4, Deliverable D3 (Edinburgh) (2008).
E. Oros, M. Popa, M. Rogozea, IOP Publishing Earth and Environmental Science, 95, doi:10.1088/1755-1315/95/3/032004 (2017)
E. Oros, A.O. Placintă, M. Popa, IOP Publishing Earth and Environmental Science, 221, DOI:10.1088/1755-1315/221/1/012057 (2019).
E. Oros, A.O. Placinta, M. Popa, M. Rogozea, D. Paulescu, IOP Conference Series Earth and Environmental Science, 362, DOI:10.1088/1755-1315/362/1/012026 (2019a).
E. Oros, A. O. Placinta, I. A. Moldovan, Romanian Journal of Physics 6 (9-10), (2021)
DOI: 10.17632/p8rgkfhjbz.2
title: The Parametric Earthquake Catalogue for the Intra-Carpathians Region (Romania) for the period 1223 to 1990

description: The Catalogue is a compilation containing 1299 events (Mw≥3.0) that occurred between 08.01.1223 and 31.12.1989 within the Intra-Carpathians Region of Romania. The focal parameters of imported earthquakes have been revised using all primary data collected from the available sources (macroseismic observations, documents, books, private notes, newspapers, etc.). Historical instrumental data are from digitized analogue seismograms and bulletins collected through EuroSeismos and Sismos-Neries 2006-2010 projects. These data have been processed using modern criteria, methods and recalibrated relationships (eg EMS scales, digital techniques, macroseismic location, Mw estimation). 
The final catalogue contains several newly identified earthquakes. Also, several events from the Romplus catalogue were evaluated as false, being parameterized with a single macroseismic date (Io), in reality, these are intensity data points for strong earthquakes that occurred within neighbouring countries (see Oros 2011; Oros et al. 2021)
The events were relocated by i) the MEEP macroseismic method (Musson&Jimenez, 2008) calibrated by Oros et al (2019) and ii) the grid-search technique using the Seisan program and the IASPEI91 velocity model when instrumental data have been available. The macroseismic locations were validated by comparison with those obtained by the BKW method (Bakun&Wentworth, 1997), recently calibrated by Oros et al (2019a). The macroseismic focal depth was estimated by Blake's relation using a new regional k coefficient computed by Oros et al (2019). When the macroseismic data were insufficient for applying the above-mentioned methods/relationships we used fixed values for the depth values calculated for the major morpho-structural large areas using recent digital data.
The moment magnitude, Mw was calculated by i) MEEP/BKW methods or Mw=f (Io; Ri; Mi) conversions when the macroseismic intensity (Io), radii of isoseists (Ri) or instrumental magnitudes (Mi) were available and ii) the scalar moment method or a specific relationship (Oros et al, 2021) when historicl digitized seismograms we used. Mw estimated with MEEP/BKW methods were validated by comparison to those calculated with the relations Mw=f(Io/Imax; Ri; Ai) calibrated by Oros et al (2017). 
Selected references
W.H. Bakun, C.M. Wentworth, Bulletin of Seismological Society of America, 87, 6, 1502 – 1521 (1997).
M.W. Musson, M.J. Jimenez, NERIES project report, Module NA4, Deliverable D3 (Edinburgh) (2008).
E. Oros, M. Popa, M. Rogozea, IOP Publishing Earth and Environmental Science, 95, doi:10.1088/1755-1315/95/3/032004 (2017)
E. Oros, A.O. Placintă, M. Popa, IOP Publishing Earth and Environmental Science, 221, DOI:10.1088/1755-1315/221/1/012057 (2019).
E. Oros, A.O. Placinta, M. Popa, M. Rogozea, D. Paulescu, IOP Conference Series Earth and Environmental Science, 362, DOI:10.1088/1755-1315/362/1/012026 (2019a).
E. Oros, A. O. Placinta, I. A. Moldovan, Romanian Journal of Physics 6 (9-10), (2021)
DOI: 10.17632/pr8vrsdbw3.1
title: Replication files for "Migration, Tariffs, and China's Export Surge"

description: The replication files are for the paper titled "Migration, Tariffs, and China's Export Surge," which is written by Chen Liu and Xiao Ma. Please appropriately cite the paper if you use the data.
DOI: 10.17632/n37t43zxwg.1
title: Datamatrices for Volucellini study

description: DNA sequence matrices: 1) mitochondrial COI gene and nuclear 28S rDNA for phylogenetic study, and 2) morphological characters of immatures and imagoes.
DOI: 10.17632/dt7mnwvzsb.1
title: Value Chain Analysis of Sugarcane Sub-Sector in Kanchanpur District, Nepal

description: There are many crops grown in the country, sugarcane is one of the major industrial crop of southern part of Nepal. Sugarcane sub-sector has been facing many productions and marketing constraints in Nepal. Such a back drop, the study was conducted in April to May, 2022 to analyze the different socio-economic factors of sugarcane farming and different actors involved in the value chain. The study was conducted in Punarbas and Belauri Municipality of the Kanchanpur district purposively. One hundred five samples were taken randomly, each 38 from Punarbas Municipality and 67 from Belauri Municipality area. Similarly, two sugar mills namely, Bhagewshor sugar mill and Mahakali sugar mill were selected as the processor. The average area under the sugarcane farming was 2.18 hectare per household. The average year of experience of farmers in sugarcane farming was found 10.71 years. The average day of payment from the sugar mill was 27.52 days to the farmers after sale. The average variable cost, gross income from the main crop were NRs. 258905/ha and NRs. 467611/ha, respectively and that of ratoon crop were NRs.132149/ha and NRs. 370510/ha. The B/C ratio of main crop was 1.81 and that of ratoon crop was 2.83. Both sugar mills plays an important role in the easy distribution of quality setts, pesticides, micronutrients, and extension services. The gross income of the main crop was significant to the organic manures, fertilizer, land preparation, irrigation, and labor cost with positive coefficients. Labor and insecticides/pesticides were over utilized and manures, fertilizers, land preparation, sett, and irrigation were underutilized in the study area. The value chain actors were input suppliers, sugarcane farmers, processors, wholesalers, retailers, and consumers. Farmers were directly involved in the selling of the raw sugarcane to the processor and after processing the sugar in mills which was supplied through wholesalers, retailers, and consumers. The study revealed that unavailability of inputs (mainly fertilizers) in time, labor shortage in peak time, irrigation difficulty, insect pest infestation and technical know-how were the major production problems. As sugarcane is both cash and industrial crop, a detailed analysis of its value chain aspect is beneficial for farmers, sugar mills and policy makers.
DOI: 10.17632/bcxzzyrzj3.1
title: Magnetic Fabric Distribution in inverted Basin Sandbox Models

description: Three sandbox models represent different stages of basin inversion. After modelling, samples are taken throughout the models for AMS (Anisotropy of Magnetic Susceptibility) measurements with a MFK1-FA Kappabridge from Agico Inc. The AMS datasets of each model are uploaded here. The datasets include next to the magnetic measurement parameters, the location (x,y, coordinate), depth (which is different to y coordinate), closest distance to next thrust or normal fault, as well as if associated with a fault, how much structure is captured in a sample. Please, see associated publication for further discussion and explanation: Schöfisch et al., "Magnetic Fabric Analyses of Basin Inversion: A Sandbox Modelling approach", in Special Issue of Solid Earth.

Some details:
Model I shows extension only with two main magnetic fabrics; one is associated with normal faulting, whereas away from the faults the magnetic fabrics remains as initially sieved. Model II and Model III are shortened after extension, but to different degrees respectively. Both have magnetic fabrics that show an overprint towards penetrative-strain induced fabric at areas away from faults, some persistent initial fabric, an overprinted fabric at the normal faults, and finally, thrust-induced fabrics. The reference North in the data is the modelling north, which is the backstop of the sandbox models. The Excel file contains three tabs, one for each model.
DOI: 10.6073/pasta/f48618679c6f5def125998a59e2a6c70
title: Madison Wisconsin Daily Meteorological Data 1869 - current

description: Daily air temperature, precipitation and snow depth data for Madison from 1869. For a full description of data prior to 1987 see Robertson, 1989 (Ph.D. Thesis). Raw data (in English units) prior to 1977 were assembled by Douglas Clark - Wisconsin State Climatologist. Data were converted to metric units and adjusted for temporal biases by Dale M. Robertson. Adjusted data represent the BEST estimated daily data and may be raw data. Daily temperature data prior to 1884 were estimated from 3 times per day sampling and biases are expected and should not be comparable with data after that time. For adjustments applied to various parameters see Robertson, 1989 Ph.D. Thesis UW-Madison. Douglas Clark had assembled and adjusted 1948 to 1977 data for his own research earlier. Data from 1989 to 1995 obtained from CD's at the Wis. State Climatologists Office. Air Temp adjusted to data at Truax Field. Data collected at Bascom Hall, 1-1-1869 to 9-30-1878. Data collected at North Hall, 10-1-1904 to 12-31-1947. Data collected at Browns Block, 10-1-1878 to 4-31-1883. Data collected at Truax Field (Admin BLDG), 1-1-1948 to 12-31-195. Data collected at North Hall, 5-1-1883 to 7-31-1883. Data collected at Truax Field (Center of Field), 1-1-1960 to Present. Data collected at Washburn observatory, 8-1-1883 to 9-30-1904. Wind data collected at Truax from 1-1-1947 to Present. Much of the data after 1990 were obtained in digital form from Ed Hopkins, UW-Meteorology Sampling Frequency: daily values Number of sites: 1
DOI: 10.17632/kxk8c74nch.1
title: Datos generales

description: Datos generales de escuelas públicas
DOI: 10.5281/zenodo.7319887
title: Uncertainty and debate in statements describing Wikidata Works of art

description: This dataset comprises a selection of statements from all artworks in Wikidata. In particular, <strong>natures.json</strong> stores statements with a “Nature of statements” qualifier. Statements, independently of rank, can be decorated with an additional triple using predicate P5102. 54 terms among 283 available may mark the statement as uncertain or debated (e.g. debated, hypothesis, possibly). For example, the painting “Abstract Speed + Sound” (Q19882431) by Giacomo Balla is deemed to be possibly part of a triptych. <strong>non-asserted.json </strong>contains those statements which are not asserted. Competing statements are represented via a ranking mechanism (e.g., Preferred, Normal and Deprecated). Individual statements are not actually asserted, but an extra triple is added those that are deemed true. For example, the painting “Madonna with the Blue Diadem” (Q738038) has been attributed to Raphael (non asserted statement, ranked as normal) and Gianfrancesco Penni (asserted statement, ranked as preferred and additionally asserted). <strong>null-valued.json</strong> contains all statements with a null-valued objects. A statement can be associated with a blank node. This is meant to imply that the statement is associated with an unknown value, rather than a missing statement. For example, “Missal for the use of the ecclesiastics of Clermont' (Q113302686), an illuminated manuscript from the 14th century, has been recorded with both an unknown creator and author. <strong>sourcing-circumstances.json </strong>stores statements with a “Sourcing circumstance” qualifier. As for Natures of statements only statements with an uncertain qualifier have been selected.
DOI: 10.5281/zenodo.7319886
title: Uncertainty and debate in statements describing Wikidata Works of art

description: This dataset comprises a selection of statements from all artworks in Wikidata. In particular, <strong>natures.json</strong> stores statements with a “Nature of statements” qualifier. Statements, independently of rank, can be decorated with an additional triple using predicate P5102. 54 terms among 283 available may mark the statement as uncertain or debated (e.g. debated, hypothesis, possibly). For example, the painting “Abstract Speed + Sound” (Q19882431) by Giacomo Balla is deemed to be possibly part of a triptych. <strong>non-asserted.json </strong>contains those statements which are not asserted. Competing statements are represented via a ranking mechanism (e.g., Preferred, Normal and Deprecated). Individual statements are not actually asserted, but an extra triple is added those that are deemed true. For example, the painting “Madonna with the Blue Diadem” (Q738038) has been attributed to Raphael (non asserted statement, ranked as normal) and Gianfrancesco Penni (asserted statement, ranked as preferred and additionally asserted). <strong>null-valued.json</strong> contains all statements with a null-valued objects. A statement can be associated with a blank node. This is meant to imply that the statement is associated with an unknown value, rather than a missing statement. For example, “Missal for the use of the ecclesiastics of Clermont' (Q113302686), an illuminated manuscript from the 14th century, has been recorded with both an unknown creator and author. <strong>sourcing-circumstances.json </strong>stores statements with a “Sourcing circumstance” qualifier. As for Natures of statements only statements with an uncertain qualifier have been selected.
DOI: 10.17632/ctpc3mycry.1
title: Differentially Expressed Genes (DEGs) identified under high night temperature (HNT) and control conditions in 15 rice QTLs for grain quality traits.

description: This dataset contains a list of 149 Differentially Expressed Genes (DEGs) that were identified in two rice genotypes (Cypress and LaGrue) under control and High Night Temperature (HNT) conditions. The 149 up/down regulated genes are housed in the 15 rice QTLs for grain quality traits such as grain length (GL), grain width (GW), and percent chalkiness (%chalk) under control and HNT stress conditions.