cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5509971
title: Auswirkungen von Google, Apple, Facebook, Amazon und Microsoft auf Schule und Unterricht in Deutschland

description: Google, Apple, Facebook, Amazon und Microsoft (GAFAM) sind einige der größten Unternehmen der IT-Welt. Viele ihrer Produkte werden von Millionen von Personen nahezu täglich genutzt. Ihre Produkte werden unter Anderem auch in Schulen und im Unterricht eingesetzt. Um zu untersuchen, welche Auswirkungen GAFAM auf Schule und Unterricht aus Sicht der Lehrkräften haben, wurde eine Online-Befragung mit Lehrer*innen durchgeführt.
DOI: 10.5281/zenodo.5509970
title: Auswirkungen von Google, Apple, Facebook, Amazon und Microsoft auf Schule und Unterricht in Deutschland

description: Google, Apple, Facebook, Amazon und Microsoft (GAFAM) sind einige der größten Unternehmen der IT-Welt. Viele ihrer Produkte werden von Millionen von Personen nahezu täglich genutzt. Ihre Produkte werden unter Anderem auch in Schulen und im Unterricht eingesetzt. Um zu untersuchen, welche Auswirkungen GAFAM auf Schule und Unterricht aus Sicht der Lehrkräften haben, wurde eine Online-Befragung mit Lehrer*innen durchgeführt.
DOI: 10.5281/zenodo.5511745
title: Sublimation driven convection in Sputnik Planitia on Pluto

description: Results obtained with a numerical code of mantle convection with temperature-dependent viscosity (StagYY by Paul J. Tackley, ETH Zürich) to model convection in Sputnik Planitia (Pluto). Convection is driven by surface cooling owing to sublimation at the surface. All the data needed to produce the figures in the paper and supplements are provided, along with the python script used to create them. The script will need some modifications to be able to run without accessing the raw data (too big for any repository) since these are used for snapshot informations. The script is therefore provided as a record of post-treatment techniques. Figures can nevertheless be reproduced from the provided data using standard python packages. Contact the authors for help if needed.
DOI: 10.5281/zenodo.5511744
title: Sublimation driven convection in Sputnik Planitia on Pluto

description: Results obtained with a numerical code of mantle convection with temperature-dependent viscosity (StagYY by Paul J. Tackley, ETH Zürich) to model convection in Sputnik Planitia (Pluto). Convection is driven by surface cooling owing to sublimation at the surface. All the data needed to produce the figures in the paper and supplements are provided, along with the python script used to create them. The script will need some modifications to be able to run without accessing the raw data (too big for any repository) since these are used for snapshot informations. The script is therefore provided as a record of post-treatment techniques. Figures can nevertheless be reproduced from the provided data using standard python packages. Contact the authors for help if needed.
DOI: 10.25398/rd.northumbria.16610479.v1
title: Evidence assessment and narrative synthesis of the key characteristics of older people living in Service-Integrated Housing (SIH) facilities, and their ‘accommodation journey'

description: Table 1: data extraction from the included studies of the evidence assessment. Includes aims, outcomes, methods, sample and Evidence for Policy and Practice Information Centre (EPPI) quality scores.Table 2: Components of the results of the included studies in the evidence assessment. Includes factors influencing moves to service-integrated housing (SIH), Health and wellbeing characteristics of older people while living in SIH, Factors influencing moves out of SIH.
DOI: 10.25398/rd.northumbria.16610479
title: Evidence assessment and narrative synthesis of the key characteristics of older people living in Service-Integrated Housing (SIH) facilities, and their ‘accommodation journey'

description: Table 1: data extraction from the included studies of the evidence assessment. Includes aims, outcomes, methods, sample and Evidence for Policy and Practice Information Centre (EPPI) quality scores.Table 2: Components of the results of the included studies in the evidence assessment. Includes factors influencing moves to service-integrated housing (SIH), Health and wellbeing characteristics of older people while living in SIH, Factors influencing moves out of SIH.
DOI: 10.17633/rd.brunel.14797920
title: Understanding of closely spaced split injections of an outward-opening piezoelectric gasoline injector by large eddy simulations dataset

description: The data used in the following paper is archived here: Wang, X. and Zhao, H., " Understanding of closely spaced split injections of an outward-opening piezoelectric gasoline injector by large eddy simulations ". ICLASS 2021, 15th Triennial International Conference on Liquid Atomization and Spray Systems, Edinburgh, UK, 29 Aug. - 2 Sept. 2021. The descriptions for each data are listed as following. Figure 1. Simulation meshes with different mesh sizes. Figure 2. Validation of spray penetration against experimental measurements. Figure 3. Spray droplets distribution (upper row) and distribution of fuel vapor concentration (middle row) and flow fields (lower row) for different injection strategies at 1 bar back pressure. Figure 4. Spray droplets distribution (upper row) and distribution of fuel vapor concentration (middle row) and flow fields (lower row) for different injection strategies at 10 bar back pressure. Figure 5. Evolution of flow fields of 1st injection of split injections, 2nd injection of Split-1 and 2nd injection of Split-2 at 1 bar and 10 bar backpressures. Figure 6. Spray penetration at 0.8ms AEOI for different injection strategies. Table 1 – Injection strategies
DOI: 10.17633/rd.brunel.14797920.v1
title: Understanding of closely spaced split injections of an outward-opening piezoelectric gasoline injector by large eddy simulations dataset

description: The data used in the following paper is archived here: Wang, X. and Zhao, H., " Understanding of closely spaced split injections of an outward-opening piezoelectric gasoline injector by large eddy simulations ". ICLASS 2021, 15th Triennial International Conference on Liquid Atomization and Spray Systems, Edinburgh, UK, 29 Aug. - 2 Sept. 2021. The descriptions for each data are listed as following. Figure 1. Simulation meshes with different mesh sizes. Figure 2. Validation of spray penetration against experimental measurements. Figure 3. Spray droplets distribution (upper row) and distribution of fuel vapor concentration (middle row) and flow fields (lower row) for different injection strategies at 1 bar back pressure. Figure 4. Spray droplets distribution (upper row) and distribution of fuel vapor concentration (middle row) and flow fields (lower row) for different injection strategies at 10 bar back pressure. Figure 5. Evolution of flow fields of 1st injection of split injections, 2nd injection of Split-1 and 2nd injection of Split-2 at 1 bar and 10 bar backpressures. Figure 6. Spray penetration at 0.8ms AEOI for different injection strategies. Table 1 – Injection strategies
DOI: 10.6084/m9.figshare.16557722.v2
title: Code from Parameterized neural ordinary differential equations: applications to computational physics problems

description: Code
DOI: 10.6084/m9.figshare.16557722
title: Code from Parametrized neural ordinary differential equations: applications to computational physics problems

description: Code
DOI: 10.6084/m9.figshare.16557722.v1
title: Code from Parametrized neural ordinary differential equations: applications to computational physics problems

description: Code
DOI: 10.5281/zenodo.3585717
title: Data from: The genetic legacy of extreme exploitation in a polar vertebrate

description: Microsatellite data (39 loci) from Antarctic fur seals and Subantarctic fur seals, used in the paper: "The genetic legacy of extreme exploitation in a polar vertebrate" <strong>Abstract</strong> Understanding the effects of human exploitation on the genetic composition of wild populations is important for predicting species persistence and adaptive potential. We therefore investigated the genetic legacy of large-scale commercial harvesting by reconstructing on a global scale the recent demographic history of the Antarctic fur seal (<em>Arctocephalus gazella</em>), a species that was hunted to the brink of extinction by 18<sup>th</sup> and 19<sup>th</sup> century sealers. Molecular genetic data from over 2,000 individuals, sampled from all eight major breeding colonies across the species᾿ circumpolar geographic distribution, show that at least four relict populations around Antarctica survived commercial hunting. Coalescent simulations suggest that all of these populations experienced severe bottlenecks down to effective population sizes of around 150–200. Nevertheless, comparably high levels of neutral genetic variability were retained as these declines are unlikely to have been strong enough to deplete allelic richness by more than around 15%. These findings suggest that even dramatic short-term declines need not necessarily result in major losses of diversity, and explain the apparent contradiction between the high genetic diversity of this species and its extreme exploitation history. <strong>Funding</strong> This research was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in<br> the framework of a Sonderforschungsbereich (project numbers 316099922 and 396774617–TRR 212) and the<br> priority programme "Antarctic Research with Comparative Investigations in Arctic Ice Areas" SPP 1158 (project<br> number 424119118). It was also funded by Norwegian Antarctic Research Expeditions (NARE) programme.<br> This work contributes to the Ecosystems project of the British Antarctic Survey, Natural Environmental Research<br> Council, and is part of the Polar Science for Planet Earth Programme. The Department of Environmental Affairs<br> provided logistical support for research at Marion Island and the Department of Science and Technology of<br> South Africa provided funding through the National Research Foundation (NRF). We are grateful to Caroline<br> Bonin, Debbie Baird-Bower and Iain Staniland together with the seal biologists working within the Marion<br> Island Marine Mammal Programme for sample collection and logistics. We acknowledge support for the Article<br> Processing Charge by the Deutsche Forschungsgemeinschaft and the Open Access Publication Fund of Bielefeld<br> University.
DOI: 10.5281/zenodo.3585716
title: Data from: The genetic legacy of extreme exploitation in a polar vertebrate

description: Microsatellite data (39 loci) from Antarctic fur seals and Subantarctic fur seals, used in the paper: "The genetic legacy of extreme exploitation in a polar vertebrate" <strong>Abstract</strong> Understanding the effects of human exploitation on the genetic composition of wild populations is important for predicting species persistence and adaptive potential. We therefore investigated the genetic legacy of large-scale commercial harvesting by reconstructing on a global scale the recent demographic history of the Antarctic fur seal (<em>Arctocephalus gazella</em>), a species that was hunted to the brink of extinction by 18<sup>th</sup> and 19<sup>th</sup> century sealers. Molecular genetic data from over 2,000 individuals, sampled from all eight major breeding colonies across the species᾿ circumpolar geographic distribution, show that at least four relict populations around Antarctica survived commercial hunting. Coalescent simulations suggest that all of these populations experienced severe bottlenecks down to effective population sizes of around 150–200. Nevertheless, comparably high levels of neutral genetic variability were retained as these declines are unlikely to have been strong enough to deplete allelic richness by more than around 15%. These findings suggest that even dramatic short-term declines need not necessarily result in major losses of diversity, and explain the apparent contradiction between the high genetic diversity of this species and its extreme exploitation history. <strong>Funding</strong> This research was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in<br> the framework of a Sonderforschungsbereich (project numbers 316099922 and 396774617–TRR 212) and the<br> priority programme "Antarctic Research with Comparative Investigations in Arctic Ice Areas" SPP 1158 (project<br> number 424119118). It was also funded by Norwegian Antarctic Research Expeditions (NARE) programme.<br> This work contributes to the Ecosystems project of the British Antarctic Survey, Natural Environmental Research<br> Council, and is part of the Polar Science for Planet Earth Programme. The Department of Environmental Affairs<br> provided logistical support for research at Marion Island and the Department of Science and Technology of<br> South Africa provided funding through the National Research Foundation (NRF). We are grateful to Caroline<br> Bonin, Debbie Baird-Bower and Iain Staniland together with the seal biologists working within the Marion<br> Island Marine Mammal Programme for sample collection and logistics. We acknowledge support for the Article<br> Processing Charge by the Deutsche Forschungsgemeinschaft and the Open Access Publication Fund of Bielefeld<br> University.
DOI: 10.15161/oar.it/74097
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.6084/m9.figshare.16627693
title: Datasets

description: Datasets for training and testing for our aricle A multiplayer game model to detect insiders in Wireless Sensor Networks<br><br>
DOI: 10.6084/m9.figshare.16627693.v1
title: Datasets

description: Datasets for training and testing for our aricle A multiplayer game model to detect insiders in Wireless Sensor Networks<br><br>
DOI: 10.5281/zenodo.5109621
title: BGR-EGHA/LSAT-TestData: LSAT- PMS - TestData

description: Landslide Susceptibility Assessment Tools - Project Manager Suite - TestData The example or test dataset is an excerpt of the data collected in the German-Pakistani technical cooperation project Georisk Assessment Northern Pakistan (GANP), carried out by the Federal Institute for Geosciences and Natural Resources and Geological Survey of Pakistan. The dataset covers approximately 664 square kilometres, including parts of the Kaghan and Siran Valleys in Khyber Pakhtunkhwa, Northern Pakistan.
description: {"references": ["Torizin, J., Fuchs, M., Awan, A.A. et al. Statistical landslide susceptibility assessment of the Mansehra and Torghar districts, Khyber Pakhtunkhwa Province, Pakistan. Nat Hazards 89, 757\u2013784 (2017). https://doi.org/10.1007/s11069-017-2992-2", "Calkins JA, Offield TW, Abdullah SKM, Ali T (1975): Geology of the Southern Himalaya in Hazara, Pakistan, and Adjacent Areas. Geological Survey Professional Paper 716-C, United States Government Printing Office, Washington.", "Fuchs M, Khalid N (2015): Land Cover Map for the Districts of Mansehra & Torghar, Province Khyber Pakhtunkhwa, Islamic Republic of Pakistan, Final Report, 44 p., Islamabad/Hannover.", "JAXA (2017): ALOS Global DSM AW3D30 Dataset Product Format Description for V 1.1, available on http://www.eorc.jaxa.jp/ALOS/en/aw3d30/aw3d30v11_format_e.pdf"]}
DOI: 10.5281/zenodo.5109620
title: BGR-EGHA/LSAT-TestData: LSAT- PMS - TestData

description: Landslide Susceptibility Assessment Tools - Project Manager Suite - TestData The example or test dataset is an excerpt of the data collected in the German-Pakistani technical cooperation project Georisk Assessment Northern Pakistan (GANP), carried out by the Federal Institute for Geosciences and Natural Resources and Geological Survey of Pakistan. The dataset covers approximately 664 square kilometres, including parts of the Kaghan and Siran Valleys in Khyber Pakhtunkhwa, Northern Pakistan.
description: {"references": ["Torizin, J., Fuchs, M., Awan, A.A. et al. Statistical landslide susceptibility assessment of the Mansehra and Torghar districts, Khyber Pakhtunkhwa Province, Pakistan. Nat Hazards 89, 757\u2013784 (2017). https://doi.org/10.1007/s11069-017-2992-2", "Calkins JA, Offield TW, Abdullah SKM, Ali T (1975): Geology of the Southern Himalaya in Hazara, Pakistan, and Adjacent Areas. Geological Survey Professional Paper 716-C, United States Government Printing Office, Washington.", "Fuchs M, Khalid N (2015): Land Cover Map for the Districts of Mansehra & Torghar, Province Khyber Pakhtunkhwa, Islamic Republic of Pakistan, Final Report, 44 p., Islamabad/Hannover.", "JAXA (2017): ALOS Global DSM AW3D30 Dataset Product Format Description for V 1.1, available on http://www.eorc.jaxa.jp/ALOS/en/aw3d30/aw3d30v11_format_e.pdf"]}
DOI: 10.6084/m9.figshare.16627654
title: Data Amplicon_sorter

description: data used fro the publication:"Amplicon_sorter: a tool for reference-free amplicon sorting based on sequence similarity and for building consensus sequences" Andy Vierstraete*, Bart P. Braeckman
DOI: 10.6084/m9.figshare.16627654.v1
title: Data Amplicon_sorter

description: data used fro the publication:"Amplicon_sorter: a tool for reference-free amplicon sorting based on sequence similarity and for building consensus sequences" Andy Vierstraete*, Bart P. Braeckman
DOI: 10.15129/f65343c4-7781-44fe-9b00-516d4597efac
title: SonoSpeech Data Collection Instruments

description: Data Collection instruments, participant information sheets, and consent forms
DOI: 10.5281/zenodo.5484068
title: Spina Bifida Aperta Spatio-temporal Brain MRI Atlas

description: This version contains two zipped folders. spina_bifida_atlas.zip contains a copy of our spina bifida aperta fetal brain atlas.<br> This is the same version as the one available on synapse (https://www.synapse.org/#!Synapse:syn25887675/wiki/611424, DOI: 10.7303/syn25887675).<br> This folder is available under the terms of the Creative Commons Zero "No rights reserved" data waiver (CC0 1.0 Public domain dedication). LucasFidon/spina-bifida-MRI-atlas-0.1.0.zip is a copy of the code that was used to compute the fetal brain atlas for spina bifida aperta in this repository. <strong>How to cite:</strong><br> If you find the data in this folder useful for your research please cite: L. Fidon, E. Viola, N. Mufti, A. L. David, A. Melbourne, P. Demaerel, S. Ourselin, T. Vercauteren, J. Deprest, M. Aertsen. A Spatio-temporal Atlas of the Developing Fetal Brain with Spina Bifida Aperta, 2021.
DOI: 10.6084/m9.figshare.16627723
title: Appendix 4 Data extraction table.docx

description: Data Extraction table from 23 full texts that underwent analysis by the primary author
DOI: 10.5281/zenodo.5511930
title: Expression of degQ gene and its effect on lipopeptide production as well as formation of secretory proteases in Bacillus subtilis strains

description: <em>Bacillus subtilis</em> is described as a promising production strain for lipopeptides. In case of <em>B. subtilis</em> strains JABs24 and DSM10<sup>T</sup>, surfactin and plipastatin are produced. Lipopeptide formation is controlled, among others, by the DegU response regulator. The activating phospho-transfer by the DegS sensor kinase is stimulated by the pleiotropic regulator DegQ, resulting in enhanced DegU activation. In <em>B. subtilis</em> 168, a point mutation in the <em>degQ</em> promoter region leads to a reduction in gene expression. Corresponding reporter strains showed a 14-fold reduced expression. This effect on <em>degQ</em> expression and the associated impact on lipopeptide formation was examined for <em>B. subtilis</em> JABs24, a lipopeptide-producing derivative of strain 168, and <em>B. subtilis</em> wild-type strain DSM10<sup>T</sup>, which has a native <em>degQ</em> expression. Based on stimulatory effects of the DegU regulator on secretory protease formation, the impact of <em>degQ</em> expression on extracellular protease activity was additionally investigated. To follow the impact of <em>degQ</em>, a deletion mutant was constructed for DSM10<sup>T</sup>, while a natively expressed <em>degQ</em> version was integrated into strain JABs24. This allowed strain-specific quantification of the stimulatory effect of <em>degQ</em> expression on plipastatin and the negative effect on surfactin production in strains JABs24 and DSM10<sup>T</sup>. While an unaffected <em>degQ</em> expression reduced surfactin production in JABs24 about 25%, a 6-fold increase in plipastatin was observed. In contrast, <em>degQ</em> deletion in DSM10<sup>T</sup> increased surfactin titer by 3-fold but decreased plipastatin production by 5-fold. In addition, although significant differences in extracellular protease activity were detected, no decrease in plipastatin and surfactin produced during cultivation was observed.
DOI: 10.5281/zenodo.5511929
title: Expression of degQ gene and its effect on lipopeptide production as well as formation of secretory proteases in Bacillus subtilis strains

description: <em>Bacillus subtilis</em> is described as a promising production strain for lipopeptides. In case of <em>B. subtilis</em> strains JABs24 and DSM10<sup>T</sup>, surfactin and plipastatin are produced. Lipopeptide formation is controlled, among others, by the DegU response regulator. The activating phospho-transfer by the DegS sensor kinase is stimulated by the pleiotropic regulator DegQ, resulting in enhanced DegU activation. In <em>B. subtilis</em> 168, a point mutation in the <em>degQ</em> promoter region leads to a reduction in gene expression. Corresponding reporter strains showed a 14-fold reduced expression. This effect on <em>degQ</em> expression and the associated impact on lipopeptide formation was examined for <em>B. subtilis</em> JABs24, a lipopeptide-producing derivative of strain 168, and <em>B. subtilis</em> wild-type strain DSM10<sup>T</sup>, which has a native <em>degQ</em> expression. Based on stimulatory effects of the DegU regulator on secretory protease formation, the impact of <em>degQ</em> expression on extracellular protease activity was additionally investigated. To follow the impact of <em>degQ</em>, a deletion mutant was constructed for DSM10<sup>T</sup>, while a natively expressed <em>degQ</em> version was integrated into strain JABs24. This allowed strain-specific quantification of the stimulatory effect of <em>degQ</em> expression on plipastatin and the negative effect on surfactin production in strains JABs24 and DSM10<sup>T</sup>. While an unaffected <em>degQ</em> expression reduced surfactin production in JABs24 about 25%, a 6-fold increase in plipastatin was observed. In contrast, <em>degQ</em> deletion in DSM10<sup>T</sup> increased surfactin titer by 3-fold but decreased plipastatin production by 5-fold. In addition, although significant differences in extracellular protease activity were detected, no decrease in plipastatin and surfactin produced during cultivation was observed.
DOI: 10.5281/zenodo.5511940
title: kipoi test prediction for APARENT/site_probabilities

description: During nightly tests, this file will be downloaded and compared against the predictions made by the kipoi model
DOI: 10.5281/zenodo.5511939
title: kipoi test prediction for APARENT/site_probabilities

description: During nightly tests, this file will be downloaded and compared against the predictions made by the kipoi model
DOI: 10.34740/kaggle/dsv/2620568
title: Emoji to Text Indonesia