cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22802777.v2
title: Middleton et al Modeling craniofacial growth Supplemental Information

description: Supplemental Information for "Cross-sectional data accurately model longitudinal growth in the craniofacial skeleton"<br>Files included in this archive<br><b>README.txt</b>This file.<br><b>CF_functions.R</b>Miscellaneous functions common to both sets of analyses. This file is loaded by the others.<br><b>CF_Growth_Cross_Sectional_Fitter.R</b>R script to fit the cross-sectional model. This file can be executed directly to analyze a single sex/trait combination or via Rscript in a batch.<br><b>CF_Growth_Longitudinal_Fitter.R</b>R script to fit the longitudinal model. This file can be executed directly to analyze a single sex/trait combination or via Rscript in a batch.<br><b>longitudinal_model.stan</b>Stan code for the longitudinal model. Used by CF_Growth_Longitudinal_Fitter.R<br><b>xs_model.stan</b>Stan code for the cross-sectional model. Used by CF_Growth_Cross_Sectional_Fitter.R<br><b>XS_Longitudinal_Comparison.Rmd</b>Rmarkdown file that carries out post-processing on the samples for each of the sex/trait combinations. This file can be rendered using only the outputs saved in Generated_Data and Generated_Data_XS (without re-sampling the models).<br><b>Data/DL_Priors.xlsx</b>Contains the double logistic model priors<br><b>Generated_Data</b>The stan samples for the longitudinal models, with four files per sex/trait (one for each chain).<br><b>Generated_Data_XS</b>The stan samples for the cross-sectional models. To reduce the file count, these files are already saved in Rds format after combining the chains.
DOI: 10.6084/m9.figshare.22802777.v1
title: Middleton et al Modeling craniofacial growth Supplemental Information

description: Supplemental Information for "Modeling craniofacial growth: Can cross-sectional data approximate true longitudinal growth?" <br> Files included in this archive <br> <strong>README.txt</strong> This file. <br> <strong>CF_functions.R</strong> Miscellaneous functions common to both sets of analyses. This file is loaded by the others. <br> <strong>CF_Growth_Cross_Sectional_Fitter.R</strong> R script to fit the cross-sectional model. This file can be executed directly to analyze a single sex/trait combination or via Rscript in a batch. <br> <strong>CF_Growth_Longitudinal_Fitter.R</strong> R script to fit the longitudinal model. This file can be executed directly to analyze a single sex/trait combination or via Rscript in a batch. <br> <strong>longitudinal_model.stan</strong> Stan code for the longitudinal model. Used by CF_Growth_Longitudinal_Fitter.R <br> <strong>xs_model.stan</strong> Stan code for the cross-sectional model. Used by CF_Growth_Cross_Sectional_Fitter.R <br> <strong>XS_Longitudinal_Comparison.Rmd</strong> Rmarkdown file that carries out post-processing on the samples for each of the sex/trait combinations. This file can be rendered using only the outputs saved in Generated_Data and Generated_Data_XS (without re-sampling the models). <br> <strong>Data/DL_Priors.xlsx</strong> Contains the double logistic model priors <br> <strong>Generated_Data</strong> The stan samples for the longitudinal models, with four files per sex/trait (one for each chain). <br> <strong>Generated_Data_XS</strong> The stan samples for the cross-sectional models. To reduce the file count, these files are already saved in Rds format after combining the chains.
DOI: 10.5281/zenodo.10091429
title: Proposal for a physiotherapy assessment form for the evaluation of women patients with uro-gynecological disorders: A Delphi study
DOI: 10.5281/zenodo.10091430
title: Proposal for a physiotherapy assessment form for the evaluation of women patients with uro-gynecological disorders: A Delphi study
DOI: 10.5281/zenodo.10091471
title: STUDYING THE CLINICAL EFFECTIVENESS OF THE DIETARY SUPPLEMENT "SUSTAVIN" IN ADDITION TO STANDARD THERAPY FOR OSTEOARTHRITIS OF THE KNEE JOINTS
DOI: 10.5281/zenodo.10091472
title: STUDYING THE CLINICAL EFFECTIVENESS OF THE DIETARY SUPPLEMENT "SUSTAVIN" IN ADDITION TO STANDARD THERAPY FOR OSTEOARTHRITIS OF THE KNEE JOINTS
DOI: 10.5281/zenodo.10091464
title: Arnica montana functional traits in 27 sites - Monts d'Ardeche, France - 2021

description: In 27 sites in southeastern France, we measured vegetative and reproductive functional traits of arnica of interest for harvesters, and recorded management actions (grazing; mowing) and ecological variables (including height of surrounding vegetation and tree cover). We examined their effects on plant traits with linear mixed models, and used path analysis to test if the effects of human management on traits are mediated by the height of surrounding vegetation. The data presented here, accompanied by the Material and Methods of the corresponding publication in Annals of Botany Plants contains all the necessary information to reproduce the analysis. This data is linked to the following accepted article in Annals of Botany Plants : Locqueville, J., Violle, C., McKey, D., Caillon, S. and Coq, S. (2023) A feedback loop between management, intraspecific trait variation and harvesting practices. Annals of Botany Plants, accepted manuscript.
DOI: 10.5281/zenodo.10091465
title: Arnica montana functional traits in 27 sites - Monts d'Ardeche, France - 2021

description: In 27 sites in southeastern France, we measured vegetative and reproductive functional traits of arnica of interest for harvesters, and recorded management actions (grazing; mowing) and ecological variables (including height of surrounding vegetation and tree cover). We examined their effects on plant traits with linear mixed models, and used path analysis to test if the effects of human management on traits are mediated by the height of surrounding vegetation. The data presented here, accompanied by the Material and Methods of the corresponding publication in Annals of Botany Plants contains all the necessary information to reproduce the analysis. This data is linked to the following accepted article in Annals of Botany Plants : Locqueville, J., Violle, C., McKey, D., Caillon, S. and Coq, S. (2023) A feedback loop between management, intraspecific trait variation and harvesting practices. Annals of Botany Plants, accepted manuscript.
DOI: 10.5281/zenodo.10091439
title: Beaufort Gyre westward expansion simulation using a two-layer idelized model

description: This data set supports the analysis presented in the manuscript: "Beta-drift of eddies drove Beaufort Gyre westward expansion during 2003-2014" (2023GL107142), which is under review for publication by Geophysical Research Letters. 
The model code modified from       aronnax (https://github.com/edoddridge/aronnax)
please refer to:
Doddridge, E. W., & Radul, A. (2018). Aronnax: An idealised isopycnal ocean model. Journal of Open Source Software, 3(26), 592. http://doi.org/10.21105/joss.00592
for details of this code
DOI: 10.5281/zenodo.10091440
title: Beaufort Gyre westward expansion simulation using a two-layer idelized model

description: This data set supports the analysis presented in the manuscript: "Beta-drift of eddies drove Beaufort Gyre westward expansion during 2003-2014" (2023GL107142), which is under review for publication by Geophysical Research Letters. 
The model code modified from       aronnax (https://github.com/edoddridge/aronnax)
please refer to:
Doddridge, E. W., & Radul, A. (2018). Aronnax: An idealised isopycnal ocean model. Journal of Open Source Software, 3(26), 592. http://doi.org/10.21105/joss.00592
for details of this code
DOI: 10.5281/zenodo.10084510
title: ADTOF datasets

description: ADTOF
This repository contains the datasets curated and used in the following works:

M. Zehren, M. Alunno, and P. Bientinesi, "ADTOF: A large dataset of non-synthetic music for automatic drum transcription," in Proceedings of the 22st International Society for Music Information Retrieval Conference, Online, 2021, pp. 818–824.
Zehren, M.; Alunno, M.; Bientinesi, P. High-Quality and Reproducible Automatic Drum Transcription From Crowdsourced Data. Signals 2023, 1, 1–21.
If you want to train your model, a copy of the ADTOF datasets is available upon request here. The datasets contain 359 hours of music annotated for automatic drum transcription. The data is available as mel-scale spectrograms. Once downloaded, the datasets can be loaded with this GitHub repository.
Conditions of use
The provided datasets are offered free of charge for internal non-commercial use. No reverse engineering. Do not redistribute, modify, or disassemble the datasets.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
DOI: 10.5281/zenodo.10084511
title: ADTOF datasets

description: ADTOF
This repository contains the datasets curated and used in the following works:

M. Zehren, M. Alunno, and P. Bientinesi, "ADTOF: A large dataset of non-synthetic music for automatic drum transcription," in Proceedings of the 22st International Society for Music Information Retrieval Conference, Online, 2021, pp. 818–824.
Zehren, M.; Alunno, M.; Bientinesi, P. High-Quality and Reproducible Automatic Drum Transcription From Crowdsourced Data. Signals 2023, 1, 1–21.
If you want to train your model, a copy of the ADTOF datasets is available upon request here. The datasets contain 359 hours of music annotated for automatic drum transcription. The data is available as mel-scale spectrograms. Once downloaded, the datasets can be loaded with this GitHub repository.
Conditions of use
The provided datasets are offered free of charge for internal non-commercial use. No reverse engineering. Do not redistribute, modify, or disassemble the datasets.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
DOI: 10.5281/zenodo.10091501
title: RETROSPECTIVE STUDY OF THE COURSE OF ARTICULAR SYNDROME AND DAMAGED JOINT STRUCTURES IN OSTEOARTHRITIS
DOI: 10.5281/zenodo.10091502
title: RETROSPECTIVE STUDY OF THE COURSE OF ARTICULAR SYNDROME AND DAMAGED JOINT STRUCTURES IN OSTEOARTHRITIS
DOI: 10.26050/wdcc/fesom14-recom2_c_s245_va_cc
title: HighRes_highLat_SO FESOM1.4-REcoM2 model simulations to project future change in the coupled physical-biogeochemical system simC SSP245 variableAtmCO2 constantClimate

description: Project: Global simulations of ocean-sea ice-biogeochemistry model FESOM1.4-REcoM2 with ice-shelf cavities and eddy-permitting grid resolution in the high-latitude Southern Ocean - This project includes global model simulations with the global multi-resolution Finite Element Sea Ice-Ocean Model (FESOM version 1.4) coupled to the Regulated Ecosystem Model (REcoM version 2). For this project, model simulations include a representation of ice-shelf cavities and were run from 1950-2100 on a model grid with eddy-permitting resolution on the Antarctic continental shelves. The ocean-only model simulations were forced at the ocean surface with 3-hourly atmospheric output from the AWI Climate Model. The project includes model experiments under four “Shared Socioeconomic Pathways” emission scenarios and sensitivity experiments facilitating the separation of natural and anthropogenic components of the oceanic carbon cycle. The provided model simulations were initially run to assess the potential over the 21st century for the crossing of tipping points in Antarctic Bottom Water formation and the associated carbon sequestration in the Weddell Sea. Since then, these simulations have been used for a broader assessment of potential future trajectories of the coupled physical-biogeochemical system in the high-latitude Southern Ocean. Computing resources were provided by the North-German Supercomputing Alliance (HLRN) project hbk00079, and the work has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No 820989 (project COMFORT; https://comfort.w.uib.no/). COMFORT aims to assess tipping points in the coupled cycles of carbon, oxygen, and nutrients in the ocean for determining and achieving safe operating spaces. Summary: This dataset includes all variables of the model experiment “simC ssp245” conducted with the global ocean-sea ice-biogeochemistry model FESOM1.4-REcoM2 with ice-shelf cavities and eddy-permitting resolution on Antarctic shelves. For this experiment, atmospheric CO2 concentrations vary, but all other atmospheric forcing variables (e.g., air temperature, winds, humidity, precipitation) are held constant throughout the simulation. Output is provided from 2015-2100. The output is sorted by output frequency (monthly or daily) and model component (FESOM or REcoM). The data is sorted as follows: - annual_FESOM - annual_REcoM - monthly_FESOM - monthly_REcoM Filname convention: Variable_outputFreq_FESOM1.4-REcoM2_experimentName_experimentTime_year.nc Computing resources were provided by the North-German Supercomputing Alliance (HLRN) project hbk00079.
DOI: 10.5281/zenodo.10091381
title: Effect of Semantically Equivalent Embeddings on Generalizations

description: Reproducibility package for the paper 

Effect of Semantically Equivalent Embeddings on GeneralizationsFrancesco Bertolotti and Walter Cazzola 
currently submitted to IEEE Transactions on Neural Networks and Learning Systems
DOI: 10.5281/zenodo.10091380
title: Effect of Semantically Equivalent Embeddings on Generalizations

description: Reproducibility package for the paper 

Effect of Semantically Equivalent Embeddings on GeneralizationsFrancesco Bertolotti and Walter Cazzola 
currently submitted to IEEE Transactions on Neural Networks and Learning Systems
DOI: 10.6084/m9.figshare.24521632
title: XYZ coordinates

description: XYZ coordinates contained the geometries used for the calculations for extended-QM8
DOI: 10.5281/zenodo.10091388
title: Towards experimental classical verification of quantum computation

description: Source data underlying the graphical representations used in the figures.
DOI: 10.6084/m9.figshare.24534577
title: Supplementary Material for: Ayurveda for a type 1 diabetes patient with peripheral arterial occlusive disease (PAOD)

description: Introduction: The effect of Ayurvedic therapy in type 2 diabetes (t2d) is well documented. For people with type 1 diabetes (t1d), there is little evidence on the applicability of Ayurvedic therapy. This case illustrates the course of Ayurvedic treatment in a person with t1d accompanied by peripheral arterial occlusive disease (PAOD). Case presentation: The patient had insulin-dependent t1d since the age of 6 years. At 39 years of age, he developed progressive bilateral peripheral arterial occlusive disease (PAOD) of the femoral arteries. He presented claudication symptoms at a walking distance of 150m. 10 surgical interventions for recanalization have been performed. The PAOD put heavy psychological strains on the patient. He developed moderate depression with anxiety and complains of tinnitus and sleep disturbances. Through an initial outpatient Ayurvedic treatment focused on dietary and lifestyle changes, phytotherapeutics and a subsequent 6-week inpatient Ayurvedic treatment in India, a weight reduction of 12 kg, a reduction in insulin requirement to 65% of baseline, as well as a walking performance without restriction at medium load could be achieved. The depression and inner tension completely retreated, one-sided tinnitus, and existing sleep disturbances dissolved completely. The lasting effect was still perceptible 5 months after the inpatient stay. Conclusions: For this person with t1d with PAOD, outpatient and inpatient Ayurvedic therapy could generate a significant improvement of his situation. The case demonstrates that people with t1d can benefit from individualized Ayurvedic therapy. This case motivates to invest in Ayurvedic research for people with t1d and complications.
DOI: 10.6084/m9.figshare.24534577.v1
title: Supplementary Material for: Ayurveda for a type 1 diabetes patient with peripheral arterial occlusive disease (PAOD)

description: Introduction: The effect of Ayurvedic therapy in type 2 diabetes (t2d) is well documented. For people with type 1 diabetes (t1d), there is little evidence on the applicability of Ayurvedic therapy. This case illustrates the course of Ayurvedic treatment in a person with t1d accompanied by peripheral arterial occlusive disease (PAOD). Case presentation: The patient had insulin-dependent t1d since the age of 6 years. At 39 years of age, he developed progressive bilateral peripheral arterial occlusive disease (PAOD) of the femoral arteries. He presented claudication symptoms at a walking distance of 150m. 10 surgical interventions for recanalization have been performed. The PAOD put heavy psychological strains on the patient. He developed moderate depression with anxiety and complains of tinnitus and sleep disturbances. Through an initial outpatient Ayurvedic treatment focused on dietary and lifestyle changes, phytotherapeutics and a subsequent 6-week inpatient Ayurvedic treatment in India, a weight reduction of 12 kg, a reduction in insulin requirement to 65% of baseline, as well as a walking performance without restriction at medium load could be achieved. The depression and inner tension completely retreated, one-sided tinnitus, and existing sleep disturbances dissolved completely. The lasting effect was still perceptible 5 months after the inpatient stay. Conclusions: For this person with t1d with PAOD, outpatient and inpatient Ayurvedic therapy could generate a significant improvement of his situation. The case demonstrates that people with t1d can benefit from individualized Ayurvedic therapy. This case motivates to invest in Ayurvedic research for people with t1d and complications.
DOI: 10.26050/wdcc/fesom14-recom2_c_s585_va_cc
title: HighRes_highLat_SO FESOM1.4-REcoM2 model simulations to project future change in the coupled physical-biogeochemical system simC SSP585 variableAtmCO2 constantClimate

description: Project: Global simulations of ocean-sea ice-biogeochemistry model FESOM1.4-REcoM2 with ice-shelf cavities and eddy-permitting grid resolution in the high-latitude Southern Ocean - This project includes global model simulations with the global multi-resolution Finite Element Sea Ice-Ocean Model (FESOM version 1.4) coupled to the Regulated Ecosystem Model (REcoM version 2). For this project, model simulations include a representation of ice-shelf cavities and were run from 1950-2100 on a model grid with eddy-permitting resolution on the Antarctic continental shelves. The ocean-only model simulations were forced at the ocean surface with 3-hourly atmospheric output from the AWI Climate Model. The project includes model experiments under four “Shared Socioeconomic Pathways” emission scenarios and sensitivity experiments facilitating the separation of natural and anthropogenic components of the oceanic carbon cycle. The provided model simulations were initially run to assess the potential over the 21st century for the crossing of tipping points in Antarctic Bottom Water formation and the associated carbon sequestration in the Weddell Sea. Since then, these simulations have been used for a broader assessment of potential future trajectories of the coupled physical-biogeochemical system in the high-latitude Southern Ocean. Computing resources were provided by the North-German Supercomputing Alliance (HLRN) project hbk00079, and the work has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No 820989 (project COMFORT; https://comfort.w.uib.no/). COMFORT aims to assess tipping points in the coupled cycles of carbon, oxygen, and nutrients in the ocean for determining and achieving safe operating spaces. Summary: This dataset includes all variables of the model experiment “simC ssp585” conducted with the global ocean-sea ice-biogeochemistry model FESOM1.4-REcoM2 with ice-shelf cavities and eddy-permitting resolution on Antarctic shelves. For this experiment, atmospheric CO2 concentrations vary, but all other atmospheric forcing variables (e.g., air temperature, winds, humidity, precipitation) are held constant throughout the simulation. Output is provided from 2015-2100. The output is sorted by output frequency (monthly or daily) and model component (FESOM or REcoM). The data is sorted as follows: - annual_FESOM - annual_REcoM - monthly_FESOM - monthly_REcoM Filname convention: Variable_outputFreq_FESOM1.4-REcoM2_experimentName_experimentTime_year.nc Computing resources were provided by the North-German Supercomputing Alliance (HLRN) project hbk00079.
DOI: 10.6084/m9.figshare.24534547
title: Analysis of the action of saturated, monounsaturated, and polyunsaturated fatty acids against Echinococcus granulosus EgFABP1

description: Data obtained from molecular dynamics simulations.
DOI: 10.6084/m9.figshare.24534547.v1
title: Analysis of the action of saturated, monounsaturated, and polyunsaturated fatty acids against Echinococcus granulosus EgFABP1

description: Data obtained from molecular dynamics simulations.
DOI: 10.23728/b2share.aa04e143b22346159a58e9d37bd794cf
title: EUDAT_Brochure_General
DOI: 10.5281/zenodo.10091571
title: CURRENT PROBLEMS OF THE CHEMICAL INDUSTRY OF THE REPUBLIC OF UZBEKISTAN
DOI: 10.5281/zenodo.10091572
title: CURRENT PROBLEMS OF THE CHEMICAL INDUSTRY OF THE REPUBLIC OF UZBEKISTAN
DOI: 10.15468/sapbx6
title: niek_2021

description: niek_2021