cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1438233
title: Raw Data of Pilot Plant Runs for CONSENS Project (Case Study 1)

description: In case study one of the CONSENS project, two aromatic substances were coupled by a lithiation reaction, which is a prominent example in pharmaceutical industry. The two aromatic reactants (Aniline and <em>o</em>-FNB) were mixed with Lithium-base (LiHMDS) in a continuous modular plant to produce the desired product (Li-NDPA) and a salt (LiF). The salt precipitates which leads to the formation of particles. The feed streams were subject to variation to drive the plant to its optimum. The uploaded data comprises the results from four days during continuous plant operation time. Each day is denoted from day 1-4 and represents the dates 2017-09-26, 2017-09-28, 2017-10-10, 2017-10-17. In the following the contents of the files are explained. <strong>NIR_data_AQ15_raw.zip: </strong>Contains Bruker binary files (0-Files) of NIR spectrometer at AQ15 (Location is located subsequently to NMR spectrometer) <strong>NMR_spectra_raw.zip: </strong>Contains Spinsolve files (Binarys of FID and Spectrum, DX-Files) of NMR spectrometer. The use of DX-files files is not recommended. <strong>PCS_data_csv.zip</strong>: Contains csv-files of the process control system (PCS) including data of mass flow controlers (*_Bilanz.csv), filling level (*_FillLe.csv), pressures (*_pres), temperatures (*_Temp), position of valves (*_Valves). Relevant labels are: BP13 = LiHMDS storage tank, BP12 = aniline storage tank, BP12 = <em>o</em>-FNB storage tank, CM003 and CM004 = tubular reactors, T0041 and T005 = Temperature at reactor exits, P009 and P003 = Pressure at reactor inlets, P006 = Pressure at reactor exits. <strong>housing_data_NMR.csv</strong>: Contrains data of NMR enclosure of all four days. Each columns from left to right represent timestamps, bypass pressure (bar), bypass temperature (°C), Gasalarm (logical), bypass actual flowrate (g min<sup>-1</sup>), bypass flowrate setpoint (g min<sup>-1</sup>), bypass density (kg m<sup>3</sup>) <strong>matlab_variables_explanation.xlsx</strong>: Explanation of variables used in matlab structure "data_validation_run". <strong>data_validation_run.mat</strong>: Matlab structure containing most relevant process data including NMR results, NIR results, housing data of NMR, and process control system data.
DOI: 10.5281/zenodo.1438232
title: Raw Data of Pilot Plant Runs for CONSENS Project (Case Study 1)

description: In case study one of the CONSENS project, two aromatic substances were coupled by a lithiation reaction, which is a prominent example in pharmaceutical industry. The two aromatic reactants (Aniline and <em>o</em>-FNB) were mixed with Lithium-base (LiHMDS) in a continuous modular plant to produce the desired product (Li-NDPA) and a salt (LiF). The salt precipitates which leads to the formation of particles. The feed streams were subject to variation to drive the plant to its optimum. The uploaded data comprises the results from four days during continuous plant operation time. Each day is denoted from day 1-4 and represents the dates 2017-09-26, 2017-09-28, 2017-10-10, 2017-10-17. In the following the contents of the files are explained. <strong>NIR_data_AQ15_raw.zip: </strong>Contains Bruker binary files (0-Files) of NIR spectrometer at AQ15 (Location is located subsequently to NMR spectrometer) <strong>NMR_spectra_raw.zip: </strong>Contains Spinsolve files (Binarys of FID and Spectrum, DX-Files) of NMR spectrometer. The use of DX-files files is not recommended. <strong>PCS_data_csv.zip</strong>: Contains csv-files of the process control system (PCS) including data of mass flow controlers (*_Bilanz.csv), filling level (*_FillLe.csv), pressures (*_pres), temperatures (*_Temp), position of valves (*_Valves). Relevant labels are: BP13 = LiHMDS storage tank, BP12 = aniline storage tank, BP12 = <em>o</em>-FNB storage tank, CM003 and CM004 = tubular reactors, T0041 and T005 = Temperature at reactor exits, P009 and P003 = Pressure at reactor inlets, P006 = Pressure at reactor exits. <strong>housing_data_NMR.csv</strong>: Contrains data of NMR enclosure of all four days. Each columns from left to right represent timestamps, bypass pressure (bar), bypass temperature (°C), Gasalarm (logical), bypass actual flowrate (g min<sup>-1</sup>), bypass flowrate setpoint (g min<sup>-1</sup>), bypass density (kg m<sup>3</sup>) <strong>matlab_variables_explanation.xlsx</strong>: Explanation of variables used in matlab structure "data_validation_run". <strong>data_validation_run.mat</strong>: Matlab structure containing most relevant process data including NMR results, NIR results, housing data of NMR, and process control system data.
DOI: 10.5281/zenodo.3677139
title: Training Data of Quantitative Online NMR Spectroscopy for Artificial Neural Networks

description: Data set of low-field NMR spectra of continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). <sup>1</sup>H spectra (43 MHz) were recorded as single scans. Two different approaches for the generation of artificial neural networks training data for the prediction of reactant concentrations were used: (<em>i</em>) Training data based on combinations of measured pure component spectra and (<em>ii</em>) Training data based on a spectral model. <strong>Synthetic low-field NMR spectra</strong> First 4 columns in MAT-files represent component areas of each reactant within the synthetic mixture spectrum. <em>X<sub>i</sub></em> (“pure component spectra dataset”) <em>X<sub>ii</sub></em> (“spectral model dataset”) <strong>Experimental low-field NMR spectra from MNDPA-Synthesis</strong> This data set represents low-field NMR-spectra recorded during continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). Reference values from high-field NMR results are included.
DOI: 10.5281/zenodo.3677138
title: Training Data of Quantitative Online NMR Spectroscopy for Artificial Neural Networks

description: Data set of low-field NMR spectra of continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). <sup>1</sup>H spectra (43 MHz) were recorded as single scans. Two different approaches for the generation of artificial neural networks training data for the prediction of reactant concentrations were used: (<em>i</em>) Training data based on combinations of measured pure component spectra and (<em>ii</em>) Training data based on a spectral model. <strong>Synthetic low-field NMR spectra</strong> First 4 columns in MAT-files represent component areas of each reactant within the synthetic mixture spectrum. <em>X<sub>i</sub></em> (“pure component spectra dataset”) <em>X<sub>ii</sub></em> (“spectral model dataset”) <strong>Experimental low-field NMR spectra from MNDPA-Synthesis</strong> This data set represents low-field NMR-spectra recorded during continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). Reference values from high-field NMR results are included.
DOI: 10.5281/zenodo.6805696
title: Perceived cycling safety and environmental factors along adolescents' home-to-school routes

description: Datasets of routes, road segments and intersections with perceived cycling safety scores and both subjectively scored and objectively measured environmental factors along it.
DOI: 10.5281/zenodo.6805695
title: Perceived cycling safety and environmental factors along adolescents' home-to-school routes

description: Datasets of routes, road segments and intersections with perceived cycling safety scores and both subjectively scored and objectively measured environmental factors along it.
DOI: 10.6084/m9.figshare.20254323
title: Source data fig. 5.xlsx

description: The statistical distribution of photovoltaic performance parameters for a batch of 20 perovskite solar cells
DOI: 10.6084/m9.figshare.20254323.v1
title: Source data fig. 5.xlsx

description: The statistical distribution of photovoltaic performance parameters for a batch of 20 perovskite solar cells
DOI: 10.5281/zenodo.6652248
title: Is Open Data Strategy for Covid-19 used for other global health threats? A systematic review of the literature

description: Dataset result of the literature review run between march and may 2022 on PubMed, Cinahl, Scopus and Google Scholar about open data and growing trend in scientific research about infection risk comparing Covid-19, Anti Microbial Resistance (AMR), and Health Assistance Correlated Infections (HAIs).
DOI: 10.5281/zenodo.6652247
title: Is Open Data Strategy for Covid-19 used for other global health threats? A systematic review of the literature

description: Dataset result of the literature review run between march and may 2022 on PubMed, Cinahl, Scopus and Google Scholar about open data and growing trend in scientific research about infection risk comparing Covid-19, Anti Microbial Resistance (AMR), and Health Assistance Correlated Infections (HAIs).
DOI: 10.17864/1947.000395
title: Raw data of an experiment to assess the effect of plant residue size, quality, and diversity, applied as mulch, on soil nutrient dynamics, on Arbuscular Mycorrhizal Fungi root colonization, and on crop plant yield and quality.

description: This dataset concerns an experiment conducted in rhizotrons in 2018 at the University of Reading in UK. Two barley plants were grown in each rhizotron, and mulch of diverse plant residues were applied. The purpose of the experiment was to assess the effect of size, quality, and diversity of plant residue mulch on soil nutrients, on Arbuscular Mycorrhizal Fungi root colonization, and on crop plant yield and quality. There were four different types of plant residues: i) Perennial rye grass (P) (1 plant species), ii) Smart grass (S) (6 plant species), iii) Biomix (B) (12 plant species), and iv) Herbal mix (H) (17 plant species). Each residue type was separated in a short residue treatment (residue size 1.5 cm), and in a long residue treatment (residue size about 30 cm) and there was also a Control treatment with no residues. Therefore, there were 9 different treatments in total. Soil samples were collected on day 70 and on day 137 after mulch application. The dataset consists of 3 parts: i) data relevant to the barley plants (Hordeum vulgare L., var. Laureate) which were cultivated in rhizotrons. Data characteristics recorded concern the growth rate of barley plants (main stem elongation rate, length of ears), the dry mass of different parts of the barley plants (overground plants, roots, ears, and seeds), seed quality (C, N, and protein content), yield, and Arbuscular Mycorrhizal Fungi root colonization, ii) data relevant to the plant residues that were applied as mulch on the soil surface of the rhizotrons. Data characteristics recorded concern plant residue initial dry mass, recalcitrance, C and N content, and final plant residue dry mass, C and N content, iii) data relevant to the soil of the rhizotrons. Data characteristics recorded concern soil available N as NO3- and NH4+, soil available P, K, Mg, Fe, Mn, Zn, and Cu, soil bulk density, and soil solution pH.
DOI: 10.25402/fon.20254398
title: Supplementary Table – Detecting subclinical anthracycline therapy-related cardiac dysfunction in patients attending Uganda Cancer Institute

description: <strong>Supplementary Table 1. Patients characteristic at the baseline and cancer profile in 3 different groups.</strong>
DOI: 10.25402/fon.20254398.v1
title: Supplementary Table – Detecting subclinical anthracycline therapy-related cardiac dysfunction in patients attending Uganda Cancer Institute

description: <strong>Supplementary Table 1. Patients characteristic at the baseline and cancer profile in 3 different groups.</strong>
DOI: 10.22023/mdx.20243448
title: Experiement Data for Federated Learning

description: The datasets contain samples of accelerometer data from 13 volunteers that were used to demonstrate Federated learning approach. Datasets from 12 volunteers were used for the algorithm training, while a dataset from one participant was used for testing. The participants were asked to put the mobile phone running our data collector app in their pocket and perform four activities: sitting, walking, jogging, and standing. However, five of the participant could perform only three activities; Sitting, Standing and Walking. The participants whose dataset was used for testing performed the four activities. The mobile app collects the Ax, Ay, and Az axis data along with the timestamps at a frequency of 50Hz.
DOI: 10.22023/mdx.20243448.v1
title: Experiement Data for Federated Learning

description: The datasets contain samples of accelerometer data from 13 volunteers that were used to demonstrate Federated learning approach. Datasets from 12 volunteers were used for the algorithm training, while a dataset from one participant was used for testing. The participants were asked to put the mobile phone running our data collector app in their pocket and perform four activities: sitting, walking, jogging, and standing. However, five of the participant could perform only three activities; Sitting, Standing and Walking. The participants whose dataset was used for testing performed the four activities. The mobile app collects the Ax, Ay, and Az axis data along with the timestamps at a frequency of 50Hz.
DOI: 10.6084/m9.figshare.19802632.v2
title: SADD synthetic cost-effectiveness dataset

description: Synthetic version of cost and effectiveness data from the SADD trial. Contains utility and health-care costs for 219 particpants measured at baseline, 3 months and 9 months. This is a fictional (simulated) dataset for illustration purposes, not research. Dataset in Stata format (.dta)
DOI: 10.34740/kaggle/ds/2319295
title: Ex PM of PAK Imran Khan Tweets Dataset 7k+ tweets
DOI: 10.6084/m9.figshare.20254419
title: Supplementary Material for: Paraneoplastic Demyelinating Inflammatory Neuropathy Revealing Metastatic Seminoma: A Case Report

description: Paraneoplastic neurological syndrome (PNS) is uncommon and not well known. PNS can reveal cancer, but its role in seminomas has not been described explicitly. We report the case of a 36-year-old man with unremarkable medical history and no comorbidities who was diagnosed with a retroperitoneal metastatic seminoma. The patient’s general condition deteriorated, and he developed progressive neurological palsy without other clinical anomalies. Electromyography revealed demyelinating, non-lengthy neuropathy. Guillain-Barré syndrome was initially suspected. However, a positron emission tomography scan revealed a retroperitoneal mass, and blood markers revealed increased human chorionic gonadotropin. The patient was diagnosed with PNS, and a computed tomography-guided biopsy revealed a metastatic seminoma without a primary tumor. No circulating neural antibodies were detected. Human polyvalent immunoglobulin was simultaneously administered with chemotherapy. After three cycles of a cisplatin-etoposide-bleomycin, a complete biological and metabolic response rate was observed, and his neurological symptoms rapidly improved. Four years later, the patient responded completely, without any neurological complaints. Paraneoplastic demyelinating inflammatory neuropathy can lead to advanced seminoma diagnosis. Prompt management of seminomas with cisplatin-based regimens provides the best chance of cure for both advanced seminoma and paraneoplastic syndrome.
DOI: 10.6084/m9.figshare.20254425
title: C. Tróia (N) and (S) SMRM and SLAMM results

description: The Excel file provides the results of the projection of evolution of C. Tróia (N) and (S) salt marshes (Sado Estuary, Portugal) until the end of the century. Four SLR scenarios are available: IPCC RCP4.5, IPCC RCP8.5, MOD.FC_2b and NOAA Extreme. This results were obtained with SMRM (Simplified Marsh Response Model) and SLAMM (Sea-level Affecting Marsh Model).
DOI: 10.25403/upresearchdata.20216831
title: Identification and framing of cybersecurity threats

description: This dataset applies a qualitative approach to cybersecurity threats. In line with a qualitative approach, the dataset is literature-based and is inclusive of the application of analytical frameworks from Hare (2010) and Dunn Cavelty (2015).The analytical frameworks proposed by Hare (2010) and Dunn Cavelty (2015) are adapted to develop an analytical framework which is applicable to South Africa. This data relied on both primary and secondary evidence to develop the dataset. The types of resources used in this study included e-books, internet sources, electronic newspaper sources, electronic journals, as well as governmental reports, bills, acts, and speeches delivered in South Africa regarding cybersecurity threats. The data used is available in the public domain. On the basis that the study was conducted using literature as a means for data collection, an ethical consideration was that all sources were within the public domain and were referenced. No human subjects were utilised for this study.
DOI: 10.25403/upresearchdata.20216831.v1
title: Identification and framing of cybersecurity threats

description: This dataset applies a qualitative approach to cybersecurity threats. In line with a qualitative approach, the dataset is literature-based and is inclusive of the application of analytical frameworks from Hare (2010) and Dunn Cavelty (2015).The analytical frameworks proposed by Hare (2010) and Dunn Cavelty (2015) are adapted to develop an analytical framework which is applicable to South Africa. This data relied on both primary and secondary evidence to develop the dataset. The types of resources used in this study included e-books, internet sources, electronic newspaper sources, electronic journals, as well as governmental reports, bills, acts, and speeches delivered in South Africa regarding cybersecurity threats. The data used is available in the public domain. On the basis that the study was conducted using literature as a means for data collection, an ethical consideration was that all sources were within the public domain and were referenced. No human subjects were utilised for this study.
DOI: 10.48527/aa9dex/zwyaxv
title: IMG_5363.JPG

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DOI: 10.48527/aa9dex/kulh00
title: PESSOAS_MANUELTELES_03.mp4

description: A Rádio Faneca era uma cabine de transmissão focada essencialmente em música e publicidade. Neste trecho o sr. Manuel Teles fala sobre alguns dos anúncios mais marcantes do período, como o da Chapelaria Costa – “chapéus e bonés que todo mundo gosta”.
DOI: 10.48527/aa9dex/vjbbjj
title: PESSOAS_MANUELTELES_02.mp4

description: Neste vídeo o sr. Manuel Teles nos fala sobre o começo da Rádio Faneca na década de 1950, sua função social para os habitantes de Ílhavo e da Costa Nova e sobre a precariedade das condições técnicas da época.
DOI: 10.48527/aa9dex/qirhqr
title: PESSOAS_MANUELTELES_01.mp4

description: Durante muitos anos as músicas “Ponte do Rio Kwai” e “Toque de silêncio– Taps” marcavam respectivamente o início e o final das transmissões da Rádio Faneca nos meses de verão na Costa Nova. Aqui o sr. Manuel Teles recria estes genéricos que fizeram parte das memórias afetivas dos moradores da região.
DOI: 10.6084/m9.figshare.20254440.v1
title: Source data fig. 5.xlsx

description: Statistical distribution of the PCE data recorded for perovskite solar cells
DOI: 10.5281/zenodo.6806320
title: Rúbrica para evaluar la inclusión digital del alumnado universitario desde la perspectiva del uso de las tecnologías digitales

description: Rúbrica de evaluación sobre la inclusión digital del alumnado universitario, elaborada a partir del marco COMDID (Lázaro & Gisbert, 2015). En ella se recogen tres niveles de logro: Nivel 1 (principiante): para calificaciones comprendidas entre 5-6,9 Nivel 2 (medio): para calificaciones comprendidas entre 7-8,9 Nivel 3 (experto): para calificaciones comprendidas entre 9-10
description: Proyecto ARMIF: La Inclusió Digital en la formació inicial dels mestres en COMpetència DIgital Docent (ID_COMDID). Ref. 2020 ARMIF 00005. Proyecto con informe favorable del Comité de Ética de la Universitat Rovira i Virgili. Ref. CEIPSA-2021-PR-0035. Programa d'Aprenentatge-Servei de la Universitat Rovira i Virgili.
DOI: 10.5281/zenodo.6806319
title: Rúbrica para evaluar la inclusión digital del alumnado universitario desde la perspectiva del uso de las tecnologías digitales

description: Rúbrica de evaluación sobre la inclusión digital del alumnado universitario, elaborada a partir del marco COMDID (Lázaro & Gisbert, 2015). En ella se recogen tres niveles de logro: Nivel 1 (principiante): para calificaciones comprendidas entre 5-6,9 Nivel 2 (medio): para calificaciones comprendidas entre 7-8,9 Nivel 3 (experto): para calificaciones comprendidas entre 9-10
description: Proyecto ARMIF: La Inclusió Digital en la formació inicial dels mestres en COMpetència DIgital Docent (ID_COMDID). Ref. 2020 ARMIF 00005. Proyecto con informe favorable del Comité de Ética de la Universitat Rovira i Virgili. Ref. CEIPSA-2021-PR-0035. Programa d'Aprenentatge-Servei de la Universitat Rovira i Virgili.
DOI: 10.6084/m9.figshare.20254461
title: Supplementary Material for: Smooth Muscle Cell Notch2 Is Not Required for Atherosclerotic Plaque Formation in ApoE Null Mice

description: <b><i>Introduction:</i></b> We previously identified Notch2 in smooth muscle cells (SMC) in human atherosclerosis and found that signaling via Notch2 suppressed human SMC proliferation. Thus, we tested whether loss of Notch2 in SMC would alter atherosclerotic plaque progression using a mouse model. <b><i>Methods:</i></b> Atherogenesis was examined at the brachiocephalic artery and aortic root in a vascular SMC null (inducible smooth muscle myosin heavy chain Cre) Notch2 strain on the ApoE<sup>−/−</sup> background. We measured plaque morphology and size, as well as lipid, inflammation, and smooth muscle actin content after Western diet. <b><i>Results:</i></b> We generated an inducible SMC Notch2 null on the ApoE<sup>−/−</sup> background. We observed ∼90% recombination efficiency with no detectable Notch2 in the SMC. Loss of SMC Notch2 did not significantly change plaque size, lipid content, necrotic core, or medial area. However, loss of SMC Notch2 reduced the contractile SMC in brachiocephalic artery lesions and increased inflammatory content in aortic root lesions after 6 weeks of Western diet. These changes were not present with loss of SMC Notch2 after 14 weeks of Western diet. <b><i>Conclusions:</i></b> Our data show that loss of SMC Notch2 does not significantly reduce atherosclerotic lesion formation, although in early stages of plaque formation there are changes in SMC and inflammation.