cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14278/rodare.264
title: "CFD-grade" Experimental data for Solid-liquid Flow in a Stirred Tank

description: A solid-liquid flow in stirred tanks occurs frequently in different branches of process engineering where particles need to be suspended in a liquid. Computational Fluid Dynamics (CFD) simulations of this type of flow on industrial scales are feasible if the closure models implemented therein are appropriate. A large number of closure models exist but, due to a lack of data sources for validation, no systematic assessment of these different models has appeared so far. The present dataset aims to accumulate a comprehensive ''CFD-grade'' database based on experiments on single-phase and two-phase flows in a standardized stirred tank with a diameter of 90 mm. The velocity fields of the liquid phase (deionized water) and, in the two-phase case, the solid phase were measured with Particle Image Velocimetry (PIV) and Particle Shadow Velocimetry (PSV), respectively. The experiments cover a range of parameters to achieve an extensive database. A narrow particle distribution of nearly neutrally buoyant particles (polyethylene spheres), as well as heavy particles (glass spheres) in suspension, are considered over a range of particle diameters (63µm-500µm), solid volume fractions (0.025 vol% - 0.1vol%), as well as impeller rotation speeds (650rpm - 1500rpm). The transient flow field on the plane midway between two baffles was recorded over 50 impeller rotations to achieve statistical significance. The time-averaged (or angle-resolved) mean and fluctuation velocities were then obtained by averaging the transient data in the laboratory frame of reference (or the frame of reference rotating with the impeller). The data is organized and analyzed as described in the corresponding journal publication "Solid-liquid Flow in Stirred Tanks: ”CFD-grade” Experimental Investigation".
DOI: 10.14278/rodare.263
title: "CFD-grade" Experimental data for Solid-liquid Flow in a Stirred Tank

description: A solid-liquid flow in stirred tanks occurs frequently in different branches of process engineering where particles need to be suspended in a liquid. Computational Fluid Dynamics (CFD) simulations of this type of flow on industrial scales are feasible if the closure models implemented therein are appropriate. A large number of closure models exist but, due to a lack of data sources for validation, no systematic assessment of these different models has appeared so far. The present dataset aims to accumulate a comprehensive ''CFD-grade'' database based on experiments on single-phase and two-phase flows in a standardized stirred tank with a diameter of 90 mm. The velocity fields of the liquid phase (deionized water) and, in the two-phase case, the solid phase were measured with Particle Image Velocimetry (PIV) and Particle Shadow Velocimetry (PSV), respectively. The experiments cover a range of parameters to achieve an extensive database. A narrow particle distribution of nearly neutrally buoyant particles (polyethylene spheres), as well as heavy particles (glass spheres) in suspension, are considered over a range of particle diameters (63µm-500µm), solid volume fractions (0.025 vol% - 0.1vol%), as well as impeller rotation speeds (650rpm - 1500rpm). The transient flow field on the plane midway between two baffles was recorded over 50 impeller rotations to achieve statistical significance. The time-averaged (or angle-resolved) mean and fluctuation velocities were then obtained by averaging the transient data in the laboratory frame of reference (or the frame of reference rotating with the impeller). The data is organized and analyzed as described in the corresponding journal publication "Solid-liquid Flow in Stirred Tanks: ”CFD-grade” Experimental Investigation".
DOI: 10.5281/zenodo.6913155
title: Supplementary Data and Figures for "Myomedin replicas of gp120 V3 loop glycan epitopes of PGT121 and PGT126 antibodies as non-cognate antigens for HIV-1 broadly neutralizing antibodies"

description: Supplementary pymol sessions for "Myomedin replicas of gp120 V3 loop glycan epitopes of PGT121 and PGT126 antibodies as non-cognate antigens for HIV-1 broadly neutralizing antibodies". Pymol sessions contain the source data for Figure 3, panels A-K.
DOI: 10.5281/zenodo.6913156
title: Supplementary Data and Figures for "Myomedin replicas of gp120 V3 loop glycan epitopes of PGT121 and PGT126 antibodies as non-cognate antigens for HIV-1 broadly neutralizing antibodies"

description: Supplementary pymol sessions for "Myomedin replicas of gp120 V3 loop glycan epitopes of PGT121 and PGT126 antibodies as non-cognate antigens for HIV-1 broadly neutralizing antibodies". Pymol sessions contain the source data for Figure 3, panels A-K.
DOI: 10.5281/zenodo.7389301
title: HALO_JGR_2022JC019050R_DATASET

description: This directory contains a series of dataset used to produce Figures submitted to the JGR-Oceans manuscript 2022JC019050. For Figure 1 of the manuscript reference is indicated to Rio et al., JGR, 116, C07018; doi: 10.1029/2010JC006505 .Interested readers can access the data the condition of use is met at https://www.aviso.altimetry.fr/en/index.php?id=3622 Figure 2: tropical_southeast_atlantic_rms_aviso_setropicalatlantic.mat (a, b); [Seasonal EKE and RMS of SSH]; (c) tropical_southeast_atlantic_rms_aviso_ns_setropicalatlantic.mat [Nonseasonal RMS OF SSH] Figure 3a: alti_spectrum_angola_1993_2017_25S_20S.mat Figure 3b: alti_spectrum_angola_1993_2017_20S_15S.mat Figure 3c: alti_spectrum_angola_1993_2017_15S_10S.mat Figure 3d: alti_spectrum_angola_1993_2017_10S_5S.mat Figure 4: rossby_radius_V1.mat Figure 5a: rossby_radius_V1.mat Figure 5b: rossby_radius_V1.mat and eddies_aviso_1993_2017_select.nc Figure 5c: rossby_radius_V1.mat and cycloniceddies.nc Figure 5d: rossby_radius_V1.mat and anticycloniceddies.nc Figure 6: eddies_aviso_1993_2017_select.nc [Track of all eddies] Figure 7: rossby_radius_V1.mat and eddies_aviso_1993_2017_select.nc Figure 8: ARGOretrieved_CE.mat (cyclones) and ARGOretrieved_ACE.mat (anticyclones) Figure 9: Chlorphyll-a retained in cyclones (cycloniceddies_chl.nc) and retained in anticyclones (anticyclones_chl.nc)
description: Paper title: Mesoscale variability, critical latitude and eddy mean properties in the tropical South-East Atlantic Ocean
DOI: 10.5281/zenodo.7389300
title: HALO_JGR_2022JC019050R_DATASET

description: This directory contains a series of dataset used to produce Figures submitted to the JGR-Oceans manuscript 2022JC019050. For Figure 1 of the manuscript reference is indicated to Rio et al., JGR, 116, C07018; doi: 10.1029/2010JC006505 .Interested readers can access the data the condition of use is met at https://www.aviso.altimetry.fr/en/index.php?id=3622 Figure 2: tropical_southeast_atlantic_rms_aviso_setropicalatlantic.mat (a, b); [Seasonal EKE and RMS of SSH]; (c) tropical_southeast_atlantic_rms_aviso_ns_setropicalatlantic.mat [Nonseasonal RMS OF SSH] Figure 3a: alti_spectrum_angola_1993_2017_25S_20S.mat Figure 3b: alti_spectrum_angola_1993_2017_20S_15S.mat Figure 3c: alti_spectrum_angola_1993_2017_15S_10S.mat Figure 3d: alti_spectrum_angola_1993_2017_10S_5S.mat Figure 4: rossby_radius_V1.mat Figure 5a: rossby_radius_V1.mat Figure 5b: rossby_radius_V1.mat and eddies_aviso_1993_2017_select.nc Figure 5c: rossby_radius_V1.mat and cycloniceddies.nc Figure 5d: rossby_radius_V1.mat and anticycloniceddies.nc Figure 6: eddies_aviso_1993_2017_select.nc [Track of all eddies] Figure 7: rossby_radius_V1.mat and eddies_aviso_1993_2017_select.nc Figure 8: ARGOretrieved_CE.mat (cyclones) and ARGOretrieved_ACE.mat (anticyclones) Figure 9: Chlorphyll-a retained in cyclones (cycloniceddies_chl.nc) and retained in anticyclones (anticyclones_chl.nc)
description: Paper title: Mesoscale variability, critical latitude and eddy mean properties in the tropical South-East Atlantic Ocean
DOI: 10.5281/zenodo.7389649
title: Measurements of natural radioactivity levels and associated radiation hazard indices in Moringa plant leaf samples from selected areas in southern Ethiopia.

description: Moringa stenopetala (MS) is a multipurpose tree whose leaf is consumed by people of all ages in southern Ethiopia. In this study, natural radioactivity levels of <sup>226</sup>Ra, <sup>232</sup>Th, and <sup>40</sup>K, as well as the related dangerous radiological characteristics, were measured on different sites of moringa samples using high-purity germanium (HPGe) gamma-ray spectrometry. Average activity concentrations of <sup>226</sup>Ra, <sup>232</sup>Th, and <sup>40</sup>K in moringa leaves are found to be 0.49 ± 0.12, 3.84 ± 1.12, and 573.29 ± 26.79 Bq.kg<sup>-1</sup>, respectively. Moreover, the average values of the corresponding radiological parameters, Ra<sub>eq</sub>, H<sub>int</sub>, and annual effective dose (E<sub>ave</sub>) (sum), were also found to be 50.13 ± 3.79 Bq.kg<sup>-1</sup>, 0.136 ± 0.010, and 0.238 ± 0.089 mSvy<sup>-1</sup>, respectively. When the obtained results for all of the samples were compared to globally accepted criteria, they were discovered to be lower than the allowable world average levels. Furthermore, the lifetime cancer risk was revealed to be far lower than the allowable limit. According to the study, the risk of absorbing natural radionuclides from moringa leaf ingestion is insignificant. The findings can be utilized to create radiation safety norms and regulations for the use of moringa leaves as food and medication.
DOI: 10.5281/zenodo.7389648
title: Measurements of natural radioactivity levels and associated radiation hazard indices in Moringa plant leaf samples from selected areas in southern Ethiopia.

description: Moringa stenopetala (MS) is a multipurpose tree whose leaf is consumed by people of all ages in southern Ethiopia. In this study, natural radioactivity levels of <sup>226</sup>Ra, <sup>232</sup>Th, and <sup>40</sup>K, as well as the related dangerous radiological characteristics, were measured on different sites of moringa samples using high-purity germanium (HPGe) gamma-ray spectrometry. Average activity concentrations of <sup>226</sup>Ra, <sup>232</sup>Th, and <sup>40</sup>K in moringa leaves are found to be 0.49 ± 0.12, 3.84 ± 1.12, and 573.29 ± 26.79 Bq.kg<sup>-1</sup>, respectively. Moreover, the average values of the corresponding radiological parameters, Ra<sub>eq</sub>, H<sub>int</sub>, and annual effective dose (E<sub>ave</sub>) (sum), were also found to be 50.13 ± 3.79 Bq.kg<sup>-1</sup>, 0.136 ± 0.010, and 0.238 ± 0.089 mSvy<sup>-1</sup>, respectively. When the obtained results for all of the samples were compared to globally accepted criteria, they were discovered to be lower than the allowable world average levels. Furthermore, the lifetime cancer risk was revealed to be far lower than the allowable limit. According to the study, the risk of absorbing natural radionuclides from moringa leaf ingestion is insignificant. The findings can be utilized to create radiation safety norms and regulations for the use of moringa leaves as food and medication.
DOI: 10.6084/m9.figshare.19660477
title: A review of bricks-and-clicks dual-channels literature: trends and opportunities

description: The proliferation of e-commerce has changed the retail market landscape significantly in most industries. Due to fiercer competition, many bricks-and-mortar retailers established an online channel and have become bricks-and-clicks. On the other hand, some e-tailers are adding a conventional channel to their portfolio by launching physical stores or forming a partnership with traditional retailers. Deciding on whether or not to adopt a dual-channel policy and how to operate it, in the presence of online sales, present multiple and unique research challenges. More than two decades of research have accumulated and there is a need for a comprehensive look at what has been achieved and where more research is required. Recent reviews in the field are limited in scope and depth: they focus on fulfillment and distribution issues only and cover a limited portion of the literature, less than 60 journal papers versus more than 260 papers in this survey. In this paper, we offer a structured literature review (SLR) on bricks-and-clicks dual-channels. We contribute to the literature in three main areas: (1) We present a comprehensive look at all operational aspects of bricks-and-clicks dual supply chains, (2) provide a systematic discussion of common demand modeling functions, and (3) analyze the reviewed literature, identify recent research trends and opportunities, and illustrate how existing research can be used to address up-to-date challenges in the industry.
DOI: 10.6084/m9.figshare.19660477.v1
title: A review of bricks-and-clicks dual-channels literature: trends and opportunities

description: The proliferation of e-commerce has changed the retail market landscape significantly in most industries. Due to fiercer competition, many bricks-and-mortar retailers established an online channel and have become bricks-and-clicks. On the other hand, some e-tailers are adding a conventional channel to their portfolio by launching physical stores or forming a partnership with traditional retailers. Deciding on whether or not to adopt a dual-channel policy and how to operate it, in the presence of online sales, present multiple and unique research challenges. More than two decades of research have accumulated and there is a need for a comprehensive look at what has been achieved and where more research is required. Recent reviews in the field are limited in scope and depth: they focus on fulfillment and distribution issues only and cover a limited portion of the literature, less than 60 journal papers versus more than 260 papers in this survey. In this paper, we offer a structured literature review (SLR) on bricks-and-clicks dual-channels. We contribute to the literature in three main areas: (1) We present a comprehensive look at all operational aspects of bricks-and-clicks dual supply chains, (2) provide a systematic discussion of common demand modeling functions, and (3) analyze the reviewed literature, identify recent research trends and opportunities, and illustrate how existing research can be used to address up-to-date challenges in the industry.
DOI: 10.6084/m9.figshare.21657731.v1
title: Suplementary figures - Sunspot activity influences tree growth: molecular evidence and ecological implications

description: This file contains the supplementary figures of the paper entitled: "<strong>Sunspot activity influences tree growth: molecular evidence and ecological implications</strong>"
DOI: 10.6084/m9.figshare.21666318
title: Supplementary Table S1 from Ribosomal incorporation of negatively charged d-α- and <i>N</i>-methyl-l-α-amino acids enhanced by EF-Sep

description: List of RNAs and the corresponding primers.
DOI: 10.6084/m9.figshare.21666318.v1
title: Supplementary Table S1 from Ribosomal incorporation of negatively charged d-α- and <i>N</i>-methyl-l-α-amino acids enhanced by EF-Sep

description: List of RNAs and the corresponding primers.
DOI: 10.17632/m9w7grpjc7.1
title: Dataset for Tabular OCV modeling

description: The data presents battery terminal voltage and current recorded during the OCV-SOC characterization process of Li-ion battery - Samsung 30T-INR21700
DOI: 10.17632/8hk8k44y7p.1
title: Volleyball ACWR

description: Data are weekly training load outputs in kinetic energy (J/lb) and calculations of rolling average acute:chronic workload ratio (ACWR) and estimated weighted moving average ACWR. The files include data from a high school volleyball team over 15 weeks and a club volleyball team over 20 weeks.
DOI: 10.5281/zenodo.7387170
title: Satellite-derived melt assimilation MAR simulations over the Antarctic Peninsula daily data

description: The Modèle Atmosphérique Régionale (MAR), is a regional climate model designed to simulate poles' climate. here is provided a data set of MAR simulations in which microwave sensor date have been assimilated. The files contain snow and athmosphere related variables over the Antarctic Peninsula for the 2019-2020 period. MAR is a polar-oriented regional climate model mostly used to study both the Greenland and Antarctic ice sheet. Its atmospheric dynamics are based on hydrostatic approximation of primitive equations originally described in Gallée and Schayes (1994) and on a radiative transfer scheme adapted from Morcrette (2002). The model has been parameterized to resolve the topmost 20 meters of the snowpack, divided into 30 layers of time varying thickness. Layers maximum water content holding capacity is fixed at 5%. Beyond it, the water freely percolates through the snowpack or runoffs above impermeable layers. For this work, MARv3.12 was run at a 7.5 km resolution over the Antarctic Peninsula March 2017 and May 2021. Snowpack was initialized in 2017 with a previous MAR simulation (Kittel et al., 2021). Finally, the simulations with assimilation were started in January 2019, restarting from the simulation without assimilation. Simulation for the 2020-2021 season are available on demand. Contact tdethinne@uliege.be
DOI: 10.6084/m9.figshare.21268446
title: Supplementary Material for: The effects of metabolism tracker device (Lumen®) usage on metabolic control in adults with prediabetes: pilot clinical trial

description: Introduction: Prediabetes is a risk factor for type 2 diabetes (T2DM). However, it may be reversed via lifestyle changes. Lumen® is a novel handheld device that measures exhaled CO2 producing results in agreement with those of indirect calorimetry when assessing metabolic fuel usage. The aim of this study was to examine the effects of following Lumen’s personalized, measurement-guided lifestyle intervention program on anthropometric and metabolic variables in adults with prediabetes. Methods: A 12-week single-arm intervention study was conducted in 27 participants. Body composition and blood markers were measured at the start and end of the study. Each participant took a daily morning (fasted) measurement and received feedback on their metabolic state (i.e., their degree of fat vs. carbohydrate oxidation). Participants were then provided with personalized daily guidelines for their carbohydrate, fat, and protein consumption, along with recommended lifestyle changes. Results: Intention to treat analysis revealed a significant decrease in body weight (5.99 kg, p &lt; 0.001), comprising a significant reduction in percentage body fat (2.93%, p &lt; 0.001) and waist circumference (6.23 cm, p &lt; 0.001). Significant reductions were also observed in glycated hemoglobin A1c (0.27%, p &lt; 0.001), triglycerides (0.45 mg/dL, p &lt; 0.001), and systolic blood pressure (0.5 mmHg, p &lt; 0.05). Conclusion: In a 12-week study of participants with prediabetes, Lumen usage significantly improved multiple metabolic parameters, demonstrating its potential to deliver better clinical outcomes for patients with T2DM and metabolic syndrome.
DOI: 10.5281/zenodo.7387169
title: Satellite-derived melt assimilation MAR simulations over the Antarctic Peninsula daily data

description: The Modèle Atmosphérique Régionale (MAR), is a regional climate model designed to simulate poles' climate. here is provided a data set of MAR simulations in which microwave sensor date have been assimilated. The files contain snow and athmosphere related variables over the Antarctic Peninsula for the 2019-2020 period. MAR is a polar-oriented regional climate model mostly used to study both the Greenland and Antarctic ice sheet. Its atmospheric dynamics are based on hydrostatic approximation of primitive equations originally described in Gallée and Schayes (1994) and on a radiative transfer scheme adapted from Morcrette (2002). The model has been parameterized to resolve the topmost 20 meters of the snowpack, divided into 30 layers of time varying thickness. Layers maximum water content holding capacity is fixed at 5%. Beyond it, the water freely percolates through the snowpack or runoffs above impermeable layers. For this work, MARv3.12 was run at a 7.5 km resolution over the Antarctic Peninsula March 2017 and May 2021. Snowpack was initialized in 2017 with a previous MAR simulation (Kittel et al., 2021). Finally, the simulations with assimilation were started in January 2019, restarting from the simulation without assimilation. Simulation for the 2020-2021 season are available on demand. Contact tdethinne@uliege.be
DOI: 10.17632/n3r454ks8b.1
title: Supporting data for: Multi-year comparison of community- and species-level West Nile virus antibody prevalence in birds from Atlanta, Georgia and Chicago, Illinois USA 2005 - 2016

description: The data included in this deposition was used to compare incidence of West Nile virus antibody presence/absence (i.e., seroprevalence) in birds sampled in Atlanta, Georgia (2010 - 2016) and Chicago, Illinois (2005 – 2012). Seroprevalence was measured in wild bird sera using ELISA and serum neutralization methods, and seroprevalence among species, year, and location of sampling were compared using generalized linear mixed effects models (GLMMs). Overall findings included higher seroprevalence rates in year round resident birds in each city as well as in birds sampled in Atlanta compared to Chicago. The uploaded data is in .csv format and contains all of the relevant information to reproduce the results in the associated manuscript, "Multi-year comparison of community- and species-level West Nile virus antibody prevalence in birds from Atlanta, Georgia and Chicago, Illinois USA 2005 - 2016", accepted by the American Journal of Tropical Medicine and Hygiene. The accompanying metadata .docx file provides brief explanations of the row and column information. Summary results and figures can be generated from the raw data alone; statistical results and figures should be performed after careful attention to the manuscript. Users can use any program to review and analyze this data. though please note the author's visualized and analyzed this data using R and multiple R packages.
DOI: 10.17632/jwttk4n6cs.1
title: NBB_ERPTpuzzle_Nov2022

description: The data and codes presented here allow to reproduce the Figures and Tables associated with the paper 
"Low pass-through and international synchronization in general equilibrium: reassessing vertical integration"
by Greg de Walque, Th. Lejeune, A. Rannenberg and R. Wouters
which has been previously published as National Bank of Belgium Working Paper n°386 under the title 
"Low pass-through and high spillovers in NOEM : What does help and what does not"
Noteworthy, an online Appendix to the above mentioned paper is also available in the folders below.
It also contains the Online Appendix which is not meant to be published by the journal to which the paper is submitted.
=======================================================================
What these Figures and Tables reproduce is explained at length in these publications.
The data, codes to reproduce these graphs and the way to proceed are described  in the associated "Readme.docx" file.
DOI: 10.17632/jwttk4n6cs.2
title: NBB_ERPTpuzzle_Nov2022

description: The data and codes presented here allow to reproduce the Figures and Tables associated with the paper 
"Low pass-through and international synchronization in general equilibrium: reassessing vertical integration"
by Greg de Walque, Th. Lejeune, A. Rannenberg and R. Wouters
of which a previous and incomplete version has been previously released as National Bank of Belgium Working Paper n°386 under the title 
"Low pass-through and high spillovers in NOEM : What does help and what does not"
Noteworthy, an online Appendix to the above mentioned paper is also available in the folders below.
It also contains the Online Appendix which is not meant to be published by the journal to which the paper is submitted.
=======================================================================
What these Figures and Tables reproduce is explained at length in these publications.
The data, codes to reproduce these graphs and the way to proceed are described  in the associated "Readme.docx" file.