cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10032612
title: The Continuous Stochastic Gradient Method

description: Abstract of the underlying manuscript (https://doi.org/10.48550/arXiv.2303.12477):
In this contribution, we present a numerical analysis of the continuous stochastic gradient (CSG) method, including applications from topology optimization and convergence rates. In contrast to standard stochastic gradient optimization schemes, CSG does not discard old gradient samples from previous iterations. Instead, design dependent integration weights are calculated to form a linear combination as an approximation to the true gradient at the current design. As the approximation error vanishes in the course of the iterations, CSG represents a hybrid approach, starting off like a purely stochastic method and behaving like a full gradient scheme in the limit. In this work, the efficiency of CSG is demonstrated for practically relevant applications from topology optimization. These settings are characterized by both, a large number of optimization variables and an objective function, whose evaluation requires the numerical computation of multiple integrals concatenated in a nonlinear fashion. Such problems could not be solved by any existing optimization method before. Lastly, with regards to convergence rates, first estimates are provided and confirmed with the help of numerical experiments.
description: This data publication is based on the metadata and datasets underlying the manuscripts
"The Continuous Stochastic Gradient Method: Part I -- Convergence Theory"
and  
"The Continuous Stochastic Gradient Method: Part II -- Application and Numerics"
 
1. 'Application_CSG_vs_fmincon' contains the following data:

(R,d):  Discretization of radius and shell thickness domain
Designs_X:  Design evolution of all 500 optimization instances for algorithm 'X'
ObjectiveEvolution_X: Objective function value for all 500 optimization instances for algorithm 'X'
ObjectiveGrid: Objective function values for 50x50x50 integration on (R,d)-grid
starting_points: Initial designs of all runs
2. 'DDA_results' contains the following data:

CSG_X_case_Y:  Simulation results for initial design 'X' and setting 'Y' for outer norm.

v:   Design snapshots
J:   Objective function values (estimated by CSG)
Lab_est: CIELAB values (estimated by CSG)
CSG_integration_X_Y: Results for CSG (as integration technique) for initial design 'X' and setting 'Y'
 
3. The ParaView (version 5.10.1) files 'X_interm_N' contain the intermediate design snapshots for initial design 'X' after 'N' CSG iterations. The value of each element within [0,1] gives the  percentage of hematite for each individual dipole cell.
DOI: 10.5281/zenodo.10017155
title: Visual and acoustic measurements with an asymetrically oscillating, cavitating NACA0015 hydrofoil in a cavitation tunnel

description: Supplementary material to a research article. The content is described in the 0_READ-ME_Overview.txt file.
DOI: 10.5281/zenodo.10017154
title: Visual and acoustic measurements with an asymetrically oscillating, cavitating NACA0015 hydrofoil in a cavitation tunnel

description: Supplementary material to a research article. The content is described in the 0_READ-ME_Overview.txt file.
DOI: 10.25625/tun248/ctusvi
title: ecological_and_socioeconomic_data_withoutForest.tab

description: :unav
DOI: 10.25625/tun248/pzqqwj
title: ecological_and_socioeconomic_data_withForest.tab

description: :unav
DOI: 10.25625/tun248
title: Transformation scenarios towards multifunctional landscapes: A simulation approach based on multi-criteria optimization

description: Data on ecological and socioeconomic functions used for optimization
DOI: 10.5281/zenodo.10032730
title: Holdings study dataset

description: This dataset includes the observations required to reproduce the results of the paper Dalmau, R. et al. (under review) "On the Causes and Environmental Impact of Airborne Holdings at Major European Airports", In proceedings of the 11th OpenSky Symposium. Toulouse, France.
DOI: 10.5281/zenodo.10032729
title: Holdings study dataset

description: This dataset includes the observations required to reproduce the results of the paper Dalmau, R. et al. (under review) "On the Causes and Environmental Impact of Airborne Holdings at Major European Airports", In proceedings of the 11th OpenSky Symposium. Toulouse, France.
DOI: 10.6084/m9.figshare.21834939.v1
title: Data on study titled: Lycium barbarum (Goji berry) mouthwash is a viable alternative to 0.2% chlorhexidine gluconate for managing chronic periodontitis: a randomized clinical trial

description: Background: Removal of the microbial deposits (plaque and calculus) by performing effective scaling and root planing (SRP) is the primary and fundamental requirement for managing periodontal disease. Various adjuncts that have antimicrobial, antioxidant, and anti-inflammatory properties are used as adjuncts to SRP for managing chronic periodontitis. However, with the rapid rise in antimicrobial resistance to several antimicrobial agents along with the increased risk of adverse effects, the use the conventional chemotherapeutic agents for managing periodontal disease is slowly declining. Hence, there is a recent need to explore new plant-based products for treating periodontal disease. <em>Lycium barbarum (L. barbarum</em>), or goji berry, is recently gained popularity for managing chronic inflammatory and infectious diseases. However, its efficacy in managing periodontal diseases has never been explored. To evaluate the efficacy of <em>L. barbarum</em> mouthwash along with SRP compared to chlorhexidine for managing chronic periodontitis. Methods: The study is designed as a randomized clinical trial with 57 adult participants (Males:29; Females:28) with chronic periodontitis. The participants were divided randomly into two groups: One group used <em>L. barbarum</em> mouthwash and the other group used ‘0.2% chlorhexidine gluconate’ mouthwash. The changes in the gingival index (Gi), plaque index (Pi), bleeding on probing (BOP), clinical attachment loss (CAL), probing pocket depth (PPD), microbial load, and antioxidant levels (protein thiol levels) in saliva were noted at the baseline, at 15 days and one month. Results: A statistically significant difference was noted in the Pi (P-value = 0.791), Gi (P-value= 0.594), PPD (with P-value= 0.134), and microbial levels (P-value = 0.188) in both groups from the baseline. The protein thiol levels in saliva were increased only in the goji berry group. Conclusion: <em>L. barbarum</em> mouthwash along with SRP was found to be effective in managing periodontal disease. <br>
DOI: 10.5281/zenodo.10032820
title: Derivation of the Local Lorentz Gauge Transformation of a Dirac Spinor Field in Quantum Einstein-Cartan Theory

description: I examine the groups which underly classical mechanics, non-relativistic quantum mechanics, special relativity, relativistic quantum mechanics, quantum electrodynamics, quantum flavourdynamics, quantum chromodynamics, and general relativity. This examination includes the rotations SO(2) and SO(3), the Pauli algebra, the Lorentz transformations, the Dirac algebra, and the U(1), SU(2), and SU(3) gauge transformations. I argue that general relativity must be generalized to Einstein-Cartan theory, so that Dirac spinors can be described within the framework of gravitation theory.
DOI: 10.5281/zenodo.10032819
title: Derivation of the Local Lorentz Gauge Transformation of a Dirac Spinor Field in Quantum Einstein-Cartan Theory

description: I examine the groups which underly classical mechanics, non-relativistic quantum mechanics, special relativity, relativistic quantum mechanics, quantum electrodynamics, quantum flavourdynamics, quantum chromodynamics, and general relativity. This examination includes the rotations SO(2) and SO(3), the Pauli algebra, the Lorentz transformations, the Dirac algebra, and the U(1), SU(2), and SU(3) gauge transformations. I argue that general relativity must be generalized to Einstein-Cartan theory, so that Dirac spinors can be described within the framework of gravitation theory.
DOI: 10.6084/m9.figshare.24419989
title: Dataset for Beyond a child's play

description: In the realm of mobile gaming, users often steer clear of in-game advertisements due to the disruptions they introduce. Nevertheless, game developers and advertisers are keen on enhancing ad acceptance. This study undertakes an empirical examination to validate the theoretical link between gaming experience and the avoidance of in-game mobile advertisements. It delves into the parallel, serial, and conditional mediation effects that come into play. Furthermore, this research probes the interaction effect of the fear of COVID-19 on the connection between gaming experience and one's attitude towards games. The data for this study is derived from 508 Generation Z respondents in Pakistan who are regular mobile gamers. Analysis is conducted using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal that gaming experience indirectly influences ad avoidance through the mediation of attitudes towards both advertisements and game apps. Notably, the fear of COVID-19 moderates the relationships between attitudes towards games, attitudes towards advertisements, and in-game ad avoidance. Additionally, it is important to acknowledge that the study has limitations, including the regional and generational focus of the sample. These findings have significant implications for advertisers, game developers, and researchers, offering insights into the dynamics of ad avoidance in mobile gaming environments, while considering the unique context of COVID-19 and the need for personalized advertising strategies.<br>
DOI: 10.5281/zenodo.10032814
title: ERA5-Land selected indicators daily aggregates for the Latin America region, 1991

description: This deposit contains NetCDF files with daily aggregates from Copernicus Era5-Land eight selected indicators, covering the Latin America region, for 1991.
Each file represents one indicator aggregation for one month of the year. Inside each NetCDF file, the layers contain the daily aggregates.
For 2m dewpoint pressure, 10m u component of wind, 10m v component of wind, surface pressure, the mean function was used for aggregation. For total precipitation, the sum function was used for aggregation. For 2m temperature, the functions maximum, mean and minimum were used for aggregation.
Those files were created using the KrigR package.
DOI: 10.5281/zenodo.10032813
title: ERA5-Land selected indicators daily aggregates for the Latin America region, 1991

description: This deposit contains NetCDF files with daily aggregates from Copernicus Era5-Land eight selected indicators, covering the Latin America region, for 1991.
Each file represents one indicator aggregation for one month of the year. Inside each NetCDF file, the layers contain the daily aggregates.
For 2m dewpoint pressure, 10m u component of wind, 10m v component of wind, surface pressure, the mean function was used for aggregation. For total precipitation, the sum function was used for aggregation. For 2m temperature, the functions maximum, mean and minimum were used for aggregation.
Those files were created using the KrigR package.
DOI: 10.5281/zenodo.10014970
title: Data from "Seedling establishment in a deciduous and an evergreen oak under simulated climate change" article

description: Field-collected data that support the findings of the study "Lázaro-González, A., Tamulaityté, G., Castro, J., Uscola, M., Leverkus, AB. 2023. Seedling establishment in a deciduous and an evergreen oak under simulated climate change. Forest Ecology and Management, 550: 121498.
description: This work was funded by the Spanish Ministerio de Ciencia, Innovación y Universidades/ FEDER (grant RTI2018-096187-J-100); the Spanish Ministerio de Universidades/ NextGerentationEU (grant Margarita Salas); Ministerio de Ciencia e Innovación/ NextGerentationEU (grant TED2021.130976B.I00); and Consejería de Economía, Conocimiento, Empresas y Universidad de la Junta de Andalucía/ FEDER (grant P18-RT-1927).
DOI: 10.5281/zenodo.10014969
title: Data from "Seedling establishment in a deciduous and an evergreen oak under simulated climate change" article

description: Field-collected data that support the findings of the study "Lázaro-González, A., Tamulaityté, G., Castro, J., Uscola, M., Leverkus, AB. 2023. Seedling establishment in a deciduous and an evergreen oak under simulated climate change. Forest Ecology and Management, 550: 121498.
description: This work was funded by the Spanish Ministerio de Ciencia, Innovación y Universidades/ FEDER (grant RTI2018-096187-J-100); the Spanish Ministerio de Universidades/ NextGerentationEU (grant Margarita Salas); Ministerio de Ciencia e Innovación/ NextGerentationEU (grant TED2021.130976B.I00); and Consejería de Economía, Conocimiento, Empresas y Universidad de la Junta de Andalucía/ FEDER (grant P18-RT-1927).
DOI: 10.5281/zenodo.10000803
title: 13.10.2023

description: Data for publication: Coupled Ion Transport in Concentrated PEO-LiTFSI Polymer Electrolytes in New Journal of Chemistry.
DOI: 10.5281/zenodo.10000802
title: 13.10.2023

description: Data for publication: Coupled Ion Transport in Concentrated PEO-LiTFSI Polymer Electrolytes in New Journal of Chemistry.
DOI: 10.5281/zenodo.10032859
title: ERA5-Land selected indicators daily aggregates for the Latin America region, 1992

description: This deposit contains NetCDF files with daily aggregates from Copernicus Era5-Land eight selected indicators, covering the Latin America region, for 1992.
Each file represents one indicator aggregation for one month of the year. Inside each NetCDF file, the layers contain the daily aggregates.
For 2m dewpoint pressure, 10m u component of wind, 10m v component of wind, surface pressure, the mean function was used for aggregation. For total precipitation, the sum function was used for aggregation. For 2m temperature, the functions maximum, mean and minimum were used for aggregation.
Those files were created using the KrigR package.
DOI: 10.5281/zenodo.10032858
title: ERA5-Land selected indicators daily aggregates for the Latin America region, 1992

description: This deposit contains NetCDF files with daily aggregates from Copernicus Era5-Land eight selected indicators, covering the Latin America region, for 1992.
Each file represents one indicator aggregation for one month of the year. Inside each NetCDF file, the layers contain the daily aggregates.
For 2m dewpoint pressure, 10m u component of wind, 10m v component of wind, surface pressure, the mean function was used for aggregation. For total precipitation, the sum function was used for aggregation. For 2m temperature, the functions maximum, mean and minimum were used for aggregation.
Those files were created using the KrigR package.
DOI: 10.5281/zenodo.10032762
title: External and internal risks effecting the sustainability performance of LTS aquaculture in the Atlantic region
DOI: 10.5281/zenodo.10032763
title: External and internal risks effecting the sustainability performance of LTS aquaculture in the Atlantic region
DOI: 10.20393/e98aafa0-29a8-4c09-a0bf-3f9ff7d9da61
title: Yellow Eel Fyke Net Survey 1987-2022

description: This dataset is used to examine a 35 year yellow eel survey to determine relative abundance trends while accounting for survey design, and important physical and operational covariates. Chains of ten, or sometimes 5, fyke nets were fished usually at fixed sites in four lakes on a catchment in the west of Ireland. Captured eels (10,474) were counted for each trap, and weight was recorded for each chain of nets (5,515 net nights fished). Surveys were carried out by Marine Institute staff, and in 2009 and 2010, in collaboration with Inland Fisheries Ireland. The survey was initiated in 1987 to establish a baseline for the eel stock in Burrishoole. The survey was continued as part of the core monitoring programme and has also been integrated into the National eel Monitoring Programme under the EU DCF. The data are in 3 sheets; Catch data for each net trap and chain of nets, eel measurement data, and survey net location and depth data.
DOI: 10.5281/zenodo.7304393
title: MGH and uBio Swine DNA sequencing data (Pacbio)

description: MGH day 14, and day 38 DNA Sequencing data along with uBioSwine data.
DOI: 10.5281/zenodo.7304392
title: MGH and uBio Swine DNA sequencing data (Pacbio)

description: MGH day 14, and day 38 DNA Sequencing data along with uBioSwine data.
DOI: 10.5519/qd.botkdmjt
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (11358 records)
DOI: 10.5281/zenodo.10032950
title: MGH_Exp1_ Caecum_Day 14
DOI: 10.5281/zenodo.10032949
title: MGH_Exp1_ Caecum_Day 14
DOI: 10.5281/zenodo.10032970
title: MGH_Exp1_ Caecum_Day 38
DOI: 10.5281/zenodo.10032969
title: MGH_Exp1_ Caecum_Day 38
DOI: 10.5281/zenodo.10032980
title: Supplementary data on how to improve the conservation of species-rich grasslands with result-oriented payment schemes

description: Supplementary dataset to journal article in the Journal for Nature Conservation on how to improve the conservation of species-rich grasslands with result-oriented payment schemes.
DOI: 10.5281/zenodo.10032979
title: Supplementary data on how to improve the conservation of species-rich grasslands with result-oriented payment schemes

description: Supplementary dataset to journal article in the Journal for Nature Conservation on how to improve the conservation of species-rich grasslands with result-oriented payment schemes.
DOI: 10.5281/zenodo.8431306
title: Mediterranean land system classification on 2005 and 2015

description: This shapefile represent the classification of the existing Mediterranean land systems on 2005 and 2015
DOI: 10.5281/zenodo.8431307
title: Mediterranean land system classification on 2005 and 2015

description: This shapefile represent the classification of the existing Mediterranean land systems on 2005 and 2015
DOI: 10.5281/zenodo.8427509
title: Land system changes on the Mediterranean basin between 2005 and 2015

description: This is a shapefile obtained comparing the land system classification on 2005 and 2015 in order to highlight the main changes occurred.
DOI: 10.5281/zenodo.8427510
title: Land system changes on the Mediterranean basin between 2005 and 2015

description: This is a shapefile obtained comparing the land system classification on 2005 and 2015 in order to highlight the main changes occurred.
DOI: 10.5281/zenodo.6519340
title: A 20-year database of MCSs in eastern China

description: This dataset contains the mesoscale convective systems (MCSs) over eastern China (20-42N, 95-125E) during the eight monsoon stages from 2001 to 2020.
The zipped data are in netCDF format, each contains the brightness temperature (lon, lat, time) of an individual MCS event (numXXX). Note that

The time attribute shows "minutes since 2001-01-01 00:00"
The lon, lat attributes are in degrees at the 4-km resolution
For inquiries or potential collaborations, feel free to contact Dr. Tat Fan Cheng (franklin.cheng@ust.hk) or Prof. Mengqian Lu (cemlu@ust.hk).
If you find our dataset/analyses useful, please cite our recent paper (Thank you!).
Cheng, T. F., Dong, Q., Dai, L., & Lu, M.* (2022). A Dual Regime of Mesoscale Convective Systems in the East Asian Monsoon Annual Cycle. Journal of Geophysical Research: Atmospheres, 127, e2022JD036523. https://doi.org/10.1029/2022JD036523
DOI: 10.5281/zenodo.6519341
title: A 20-year database of MCSs in eastern China

description: This database contains the mesoscale convective systems (MCSs) identified and investigated in the manuscript (2022JD036523) submitted to the Journal of Geophysical Research: Atmospheres (Cheng et al. 2022). It covers MCSs over eastern China (20-42N, 95-125E) during the eight monsoon stages in 2001-2020. The zipped data are in netCDF format, each contains the brightness temperature (lon, lat, time) of an MCS event. The time attribute shows minutes since 2001-01-01 00:00. The lon lat attributes are in degrees at the 4-km resolution.
DOI: 10.5281/zenodo.6534163
title: A 20-year database of MCSs in eastern China

description: This dataset contains the mesoscale convective systems (MCSs) over eastern China (20-42N, 95-125E) during the eight monsoon stages from 2001 to 2020.
The zipped data are in netCDF format, each contains the brightness temperature (lon, lat, time) of an individual MCS event (numXXX). Note that

The time attribute shows "minutes since 2001-01-01 00:00"
The lon, lat attributes are in degrees at the 4-km resolution
For inquiries or potential collaborations, feel free to contact Dr. Tat Fan Cheng (franklin.cheng@ust.hk) or Prof. Mengqian Lu (cemlu@ust.hk).
If you find our dataset/analyses useful, please cite our recent paper (Thank you!).
Cheng, T. F., Dong, Q., Dai, L., & Lu, M.* (2022). A Dual Regime of Mesoscale Convective Systems in the East Asian Monsoon Annual Cycle. Journal of Geophysical Research: Atmospheres, 127, e2022JD036523. https://doi.org/10.1029/2022JD036523
DOI: 10.25451/flinders.24416047
title: <b>Elevational differences in territory defence response in native (endemic and non-endemic) forest birds on Viti Levu Island, Fiji</b>

description: Experimental approaches to measure territory defence can be used to interpret the relative magnitude of intraspecific aggression in different ecological contexts. The aim of this study is to examine the response of Fijian forest bird species to conspecific intruders using playback of previously recorded songs along an elevational gradient. We address two questions: Do different foraging guilds in Fiji’s forest birds show different patterns of territorial defence behaviour towards conspecific intruders? Secondly, do Fiji’s forest birds show stronger territorial defence at higher elevations? We explore these questions across two foraging guilds (insectivore and omnivore) on Viti Levu Island, Fiji. All four focal species had a stronger response at the highest elevation, and the endemic insectivore had the strongest response. Perhaps high elevation insects are less abundant and hence increased aggressiveness is favoured to defend the territory, and/or perhaps in general more aggressive birds colonise higher elevation areas, both ideas that require further testing. This study provides first insights into response to conspecifics in Fiji’s forest birds that can be explored in relation to avian behaviour also in the context of human activity, human disturbance and threats to the persistence of birds across elevational gradients.
DOI: 10.25451/flinders.24416047.v1
title: <b>Elevational differences in territory defence response in native (endemic and non-endemic) forest birds on Viti Levu Island, Fiji</b>

description: Experimental approaches to measure territory defence can be used to interpret the relative magnitude of intraspecific aggression in different ecological contexts. The aim of this study is to examine the response of Fijian forest bird species to conspecific intruders using playback of previously recorded songs along an elevational gradient. We address two questions: Do different foraging guilds in Fiji’s forest birds show different patterns of territorial defence behaviour towards conspecific intruders? Secondly, do Fiji’s forest birds show stronger territorial defence at higher elevations? We explore these questions across two foraging guilds (insectivore and omnivore) on Viti Levu Island, Fiji. All four focal species had a stronger response at the highest elevation, and the endemic insectivore had the strongest response. Perhaps high elevation insects are less abundant and hence increased aggressiveness is favoured to defend the territory, and/or perhaps in general more aggressive birds colonise higher elevation areas, both ideas that require further testing. This study provides first insights into response to conspecifics in Fiji’s forest birds that can be explored in relation to avian behaviour also in the context of human activity, human disturbance and threats to the persistence of birds across elevational gradients.
DOI: 10.34740/kaggle/dsv/6771114
title: AutoXGB
DOI: 10.34740/kaggle/dsv/6771115
title: OnlineFree