cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc27n0c9
title: CCDC 2074810: Experimental Crystal Structure Determination

description: Related Article: Brian W. Skelton, Eric J. Chan, Allan H. White, Alexandre N. Sobolev|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc27n9x4
title: CCDC 2075106: Experimental Crystal Structure Determination

description: Related Article: Frank R. Fronczek|2021|CSD Communication|||
DOI: 10.21942/uva.13713217.v4
title: Map package (ArcGIS Pro version) with geomorphological and geographical datasets used to generate maps for Dunza-Tschengla study area in Vorarlberg, Austria

description: Map package for use in ArcGIS Pro containing three-tiered geomorphological data and geographical datasets such as rivers and hillshading. Datasets were used to generate figures for publication: Hierarchical geomorphological mapping in mountainous areas. Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021. All data is in MGI Austria GK West projected coordinate system (EPSG: 31254) and was clipped to the study area.
DOI: 10.21942/uva.13713700.v2
title: Map package (ArcMap version) with geomorphological and geographical datasets used to generate maps for Dunza-Tschengla study area in Vorarlberg, Austria

description: Map package for use in ArcMap containing three-tiered geomorphological data and geographical datasets such as rivers and hillshading. Datasets were used to generate figures for publication: Hierarchical geomorphological mapping in mountainous areas. Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021. All data is in MGI Austria GK West projected coordinate system (EPSG: 31254) and was clipped to the study area.
DOI: 10.5281/zenodo.4650466
title: Expert elicitation data on future perspectives regarding whole genome sequencing in clinical oncology

description: This dataset contains data on: (1) barriers and facilitators that were prioritized from most to least important by international experts in a pilot survey, (2) expert elicitations on likelihoods of future scenarios regarding the implementation of whole genome sequencing within the field of clinical oncology.
DOI: 10.6084/m9.figshare.14254319
title: texture-shape

description: Texture Shape Dataset
DOI: 10.6084/m9.figshare.14254319.v1
title: texture-shape

description: Texture Shape Dataset
DOI: 10.6084/m9.figshare.13738657
title: Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins

description: Here, we integrate residue-level and protein-level data for different structural regions such as: disordered regions, structured domains, surface and buried residues. <br><br>These datasets serve the analysis of evolutionary constraints within-and-across structural regions of yeast proteins, and were analyzed in a manuscript submitted to Frontiers Molecular Biosciences entitled "Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins"<br><br>The proteins sequences were taken from the reference S. cerevisiae proteome from SGD, filtering for 3797 proteins with known orthologs in 14 fungi species, as defined in Wapinsky et al., Nature (2007).<br><br>Two datasets were used for our analysis: - a protein-centric dataset (PROTEIN-EVORATE.tsv)<br>- a residue-centric dataset (RESIDUE-EVORATE.tsv)<br><br>Both datasets are available as regular data table formatted to Tab Separated Value (TSV). <br><br><br>The residue-level dataset comprises 42 columns with features mapped onto 2,129,854 residues. The protein dataset summarized 25 features related to evolutionary rate on different subset of residues.<br><br><br>A description of each feature is given in a separate file for each dataset with an identical name preceded by "header-". <br><br>(Versions 3 to 9 correct formatting problems in the table of proteins)
DOI: 10.6084/m9.figshare.13738657.v8
title: Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins

description: Here, we integrate residue-level and protein-level data for different structural regions such as: disordered regions, structured domains, surface and buried residues. <br><br>These datasets serve the analysis of evolutionary constraints within-and-across structural regions of yeast proteins, and were analyzed in a manuscript submitted to Frontiers Molecular Biosciences entitled "Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins"<br><br>The proteins sequences were taken from the reference S. cerevisiae proteome from SGD, filtering for 3797 proteins with known orthologs in 14 fungi species, as defined in Wapinsky et al., Nature (2007).<br><br>Two datasets were used for our analysis: - a protein-centric dataset (PROTEIN-EVORATE.tsv)<br>- a residue-centric dataset (RESIDUE-EVORATE.tsv)<br><br>Both datasets are available as regular data table formatted to Tab Separated Value (TSV). <br><br><br>The residue-level dataset comprises 42 columns with features mapped onto 2,129,854 residues. The protein dataset summarized 25 features related to evolutionary rate on different subset of residues.<br><br><br>A description of each feature is given in a separate file for each dataset with an identical name preceded by "header-". <br><br>(Versions 3 to 9 correct formatting problems in the table of proteins)
DOI: 10.6084/m9.figshare.13738657.v7
title: Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins

description: Here, we integrate residue-level and protein-level data for different structural regions such as: disordered regions, structured domains, surface and buried residues. <br><br>These datasets serve the analysis of evolutionary constraints within-and-across structural regions of yeast proteins, and were analyzed in a manuscript submitted to Frontiers Molecular Biosciences entitled "Abundance imparts evolutionary constraints of similar magnitude on the buried, surface, and disordered regions of proteins"<br><br>The proteins sequences were taken from the reference S. cerevisiae proteome from SGD, filtering for 3797 proteins with known orthologs in 14 fungi species, as defined in Wapinsky et al., Nature (2007).<br><br>Two datasets were used for our analysis: - a protein-centric dataset (PROTEIN-EVORATE.tsv)<br>- a residue-centric dataset (RESIDUE-EVORATE.tsv)<br><br>Both datasets are available as regular data table formatted to Tab Separated Value (TSV). <br><br><br>The residue-level dataset comprises 42 columns with features mapped onto 2,129,854 residues. The protein dataset summarized 25 features related to evolutionary rate on different subset of residues.<br><br><br>A description of each feature is given in a separate file for each dataset with an identical name preceded by "header-". <br>
DOI: 10.6084/m9.figshare.14401256.v1
title: imagenet16_stylized

description: Stylized sixteen class Imagenet dataset
DOI: 10.6084/m9.figshare.14401283
title: imagenet16_sketch

description: Imagenet sixteen class Sketch dataset
DOI: 10.6084/m9.figshare.14401319
title: Data.xls

description: Data analysis results
DOI: 10.6084/m9.figshare.14401319.v1
title: Data.xls

description: Data analysis results
DOI: 10.21942/uva.13713751.v2
title: Map package (ArcMap version) with geomorphological and geographical datasets used to generate maps for Au West study area in Vorarlberg, Austria

description: Map package for use in ArcMap containing three-tiered geomorphological data and geographical datasets such as rivers and hillshading. Datasets were used to generate figures for publication: Hierarchical geomorphological mapping in mountainous areas. Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021. All data is in MGI Austria GK West projected coordinate system (EPSG: 31254) and was clipped to the study area.
DOI: 10.21942/uva.13713064.v7
title: Map package (ArcGIS Pro version) with geomorphological and geographical datasets used to generate maps for Au West study area in Vorarlberg, Austria

description: Map package for use in ArcGIS Pro containing three-tiered geomorphological data and geographical datasets such as rivers, roads and hillshading. Datasets were used to generate figures for publication: Hierarchical geomorphological mapping in mountainous areas. Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021. All data is in MGI Austria GK West projected coordinate system (EPSG: 31254) and was clipped to the study area.
DOI: 10.5281/zenodo.4680469
title: Data for: No contribution of adult plant stages to local adaptation to elevation in snapdragon plants

description: Data for the manuscript intitled : No contribution of adult plant stages to local adaptation to elevation in snapdragon plants.
DOI: 10.5281/zenodo.4672405
title: Data for: No contribution of adult plant stages to local adaptation to elevation in snapdragon plants

description: Data for the manuscript intitled : No contribution of adult plant stages to local adaptation to elevation in snapdragon plants.
DOI: 10.21942/uva.13693702.v18
title: Geomorphology model (ArcGIS Pro version), input datasets and legend symbology files

description: Original model developed in 2016-17 in ArcGIS by Henk Pieter Sterk (www.rfase.org), with minor updates in 2021 by Stacy Shinneman and Henk Pieter Sterk. Model used to generate publication results:Hierarchical geomorphological mapping in mountainous areas Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021.<br>This model creates tiers (columns) of geomorphological features (Tier 1, Tier 2 and Tier 3) in the landscape of Vorarlberg, Austria, each with an increasing level of detail. The input dataset needed to create this 'three-tier-legend' is a geomorphological map of Vorarlberg with a Tier 3 category (e.g. 1111, for glacially eroded bedrock). The model then automatically adds Tier 1, Tier 2 and Tier 3 categories based on the Tier 3 code in the 'Geomorph' field. The model replaces the input file with an updated shapefile of the geomorphology of Vorarlberg, now including three tiers of geomorphological features. Python script files and .lyr symbology files are also provided here.
DOI: 10.15161/oar.it/73657
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: 10.21942/uva.13643189.v14
title: Geomorphology model (ArcMap version), input datasets and legend symbology files

description: Original model developed in 2016-17 in ArcGIS by Henk Pieter Sterk (www.rfase.org), with minor updates in 2021 by Stacy Shinneman and Henk Pieter Sterk. Model used to generate publication results: Hierarchical geomorphological mapping in mountainous areas Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps 2020, revisions made in 2021.<br>This model creates tiers (columns) of geomorphological features (Tier 1, Tier 2 and Tier 3) in the landscape of Vorarlberg, Austria, each with an increasing level of detail. The input dataset needed to create this 'three-tier-legend' is a geomorphological map of Vorarlberg with a Tier 3 category (e.g. 1111, for glacially eroded bedrock). The model then automatically adds Tier 1, Tier 2 and Tier 3 categories based on the Tier 3 code in the 'Geomorph' field. The model replaces the input file with an updated shapefile of the geomorphology of Vorarlberg, now including three tiers of geomorphological features. Python script files and .lyr symbology files are also provided here.
DOI: 10.3886/e113350v1-83720
title: Replication data for: Direct Democracy and Public Employees

description: In the public sector, employment may be inefficiently high because of patronage, and wages may be inefficiently high because of public employee interest groups. This paper explores whether the initiative process, a direct democracy institution of growing importance, ameliorates these political economy problems. In a sample of 650+ cities, I find that when public employees cannot bargain collectively and patronage could be a problem, initiatives appear to cut employment but not wages. When public employees bargain collectively, driving up wages, the initiative appears to cut wages but not employment. The employment-cutting result is robust; the wage-cutting result survives some but not all robustness tests. (JEL D72, J31, J45, J52)
DOI: 10.5281/zenodo.4680408
title: Bistable nanomagnet as programable phase inverter for spin waves

description: Raw data associated to the manuscript “Bistable nanomagnet as programable phase inverter for spin waves”, Applied Physics Letters <strong>118</strong>, 000000 (2021), DOI: https://doi.org/10.1063/5.0048825 Information about file formats and measurement parameters are described in text files in the specific folders. For micromagnetic simulations Mumax 3.10 was used. The simulation scripts (*.mx3 files) and exemplary plotting scripts in Python 3.9 (*.py files) are included.<br> <br> Paper abstract:<br> To realize spin wave logic gates, programable phase inverters are essential. We image using phase-resolved Brillouin light scattering microscopy propagating spin waves in a one-dimensional magnonic crystal consisting of dipolarly coupled magnetic nanostripes. We demonstrate phase shifts upon a single nanostripe of opposed magnetization. Using micromagnetic simulations, we model our experimental finding in a wide parameter space of bias fields and wave vectors. We find that low-loss phase inversion is achieved, when the internal field of the oppositely magnetized nanostripe is tuned such that the latter supports a resonant standing spin wave mode with an odd quantization number at the given frequency. Our results are key for the realization of phase inverters with optimized signal transmission. <br>
description: We acknowledge the financial support by the Swiss National Science Foundation (SNSF) via grant number 163016.
DOI: 10.25934/00002071.0
title: Available IPD datapackage for study 'A 24-week, Double-blind, Double-dummy, Randomized, Parallel-group Study to Investigate the Effects of Rosiglitazone (Extended Release Tablets), Donepezil, and Placebo as Monotherapy on Cognition and Overall Clinical Response in APOE ε4-stratified Subjects With Mild to Moderate Alzheimer's Disease. (REFLECT-1)'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.6084/m9.figshare.14401256
title: imagenet16_stylized

description: Stylized sixteen class Imagenet dataset
DOI: 10.5281/zenodo.4680482
title: The ecological dynamics of the invasive alien Common Myna Acridotheres tristis, L (Aves: Sturnidae) in South Africa

description: Urbanisation and invasive alien species constitute two of the most severe threats to biodiversity conservation in the 21st century. It is particularly concerning that these two threats often occur sympatrically and work synergistically in that continued alteration and deterioration of pristine ecosystems by the human urban sprawl changes intact biological communities’ species richness, composition and guild structuring, thereby allowing a numerically small ensemble of ecological generalists to prosper at the expense of richer and more diverse indigenous communities. An excellent South African example of such a prosperous generalist is the invasive alien Common Myna Acridotheres tristis. Centred on Pretoria, Gauteng, this study used point count surveys in combination with land-cover classification to conduct a community-level analysis of avian richness and diversity across a gradient of urbanisation. In particular, I identify and quantify bird communities associated with three levels of urbanisation (‘Urban’, ‘Suburban’ and ‘Semi-Natural’) and investigate land-cover variables that determine the distribution, numerical abundance and population density of the Common Myna in relation to sympatric indigenous species. Generally, species richness and ‘endemicity’ increased with decreasing urbanisation levels, whereas the number of individual birds showed the opposite trend. Common Mynas reach their highest densities in ‘Urban’ areas (3.25 birds/ha), compared to ‘Suburban’ (2.43 birds/ha) and ‘Semi-Natural’ (0.59 birds/ha). Mynas prefer areas dominated by urban greenery e.g. sports fields, parks and lawns, showing a strong positive correlation with this land-cover variable. In contrast, correlations for ‘Urban’ and ‘Suburban’-dominated areas were nearly neutral, while selection for ‘Semi-Natural’ sites was moderately negative. Despite claims that mynas compete with, and potentially displace indigenous species, evidence for this is lacking. The results of this study suggest that mynas are strongly attracted to areas severely altered by urbanisation where they potentially compete with a relatively species-poor avian community, many of which are also alien.
description: To calculate species-specific and community-level avian densities and habitat preferences along a gradient of urbanization.
DOI: 10.5281/zenodo.4680481
title: The ecological dynamics of the invasive alien Common Myna Acridotheres tristis, L (Aves: Sturnidae) in South Africa

description: Urbanisation and invasive alien species constitute two of the most severe threats to biodiversity conservation in the 21st century. It is particularly concerning that these two threats often occur sympatrically and work synergistically in that continued alteration and deterioration of pristine ecosystems by the human urban sprawl changes intact biological communities’ species richness, composition and guild structuring, thereby allowing a numerically small ensemble of ecological generalists to prosper at the expense of richer and more diverse indigenous communities. An excellent South African example of such a prosperous generalist is the invasive alien Common Myna Acridotheres tristis. Centred on Pretoria, Gauteng, this study used point count surveys in combination with land-cover classification to conduct a community-level analysis of avian richness and diversity across a gradient of urbanisation. In particular, I identify and quantify bird communities associated with three levels of urbanisation (‘Urban’, ‘Suburban’ and ‘Semi-Natural’) and investigate land-cover variables that determine the distribution, numerical abundance and population density of the Common Myna in relation to sympatric indigenous species. Generally, species richness and ‘endemicity’ increased with decreasing urbanisation levels, whereas the number of individual birds showed the opposite trend. Common Mynas reach their highest densities in ‘Urban’ areas (3.25 birds/ha), compared to ‘Suburban’ (2.43 birds/ha) and ‘Semi-Natural’ (0.59 birds/ha). Mynas prefer areas dominated by urban greenery e.g. sports fields, parks and lawns, showing a strong positive correlation with this land-cover variable. In contrast, correlations for ‘Urban’ and ‘Suburban’-dominated areas were nearly neutral, while selection for ‘Semi-Natural’ sites was moderately negative. Despite claims that mynas compete with, and potentially displace indigenous species, evidence for this is lacking. The results of this study suggest that mynas are strongly attracted to areas severely altered by urbanisation where they potentially compete with a relatively species-poor avian community, many of which are also alien.
description: To calculate species-specific and community-level avian densities and habitat preferences along a gradient of urbanization.
DOI: 10.21942/uva.13704643.v4
title: Symbology layer files developed in ArcMap and ArcGIS Pro for the purpose of visualizing geomorphological codes using predefined color palettes

description: Supplemental material for: Hierarchical geomorphological mapping in mountainous areas, Matheus G.G. De Jong, Henk Pieter Sterk, Stacy Shinneman & Arie C. Seijmonsbergen. Submitted to Journal of Maps in 2020, revisions made in 2021.These layer files will produce the complete geomorphological legend, even when all geomorphological units are not present in the dataset. When visualizing results, we recommend the following optimal scale ranges: 1:2,500 - 1:10,000 for Tier 3, 1:10,001 to 1:30,000 for Tier 2 and ≥ 1:30,001 for Tier 1.The complete set of layer files ("Geomorphological Map Vorarlberg - Tier 1", "Geomorphological Map Vorarlberg - Tier 2" and "Geomorphological Map Vorarlberg - Tier 3") are intended to visualize output of a model that creates tiers (columns) of geomorphological features (Tier 1, Tier 2 and Tier 3) in the landscape of Vorarlberg, Austria, each with an increasing level of detail.
DOI: 10.5281/zenodo.4680493
title: Other sentences about data science exercises

description: A set of data containing sentences about data science exercises in a medical school.
DOI: 10.5281/zenodo.4680492
title: Other sentences about data science exercises

description: A set of data containing sentences about data science exercises in a medical school.
DOI: 10.25721/18x3-7a47
title: How Language Change Actually Took Place
DOI: 10.5281/zenodo.4027393
title: Bathymetry and latitude modify lake warming under ice (Dataset)

description: Temperature profiles, time series of cross-sectional data and data displayed in the figures of the article entitled "Bathymetry and latitude modify lake warming under ice". Hydrol. Earth Syst. Sci., 25, 1813–1825, 2021. https://doi.org/10.5194/hess-25-1813-2021
description: Content of this data set: (1)FigureData.rar: Data displayed in the figures (main manuscript and supplementary information); (2)MITgcm_OutputData.rar: Time series of temperature profiles at P1 and P2 (Fig. 1d in the manuscript) and cross-sectional data; (3)MITgcm_InputFiles.rar: Input files to run the the MITgcm simulations
DOI: 10.5281/zenodo.4027392
title: Bathymetry and latitude modify lake warming under ice (Dataset)

description: Temperature profiles, time series of cross-sectional data and data displayed in the figures of the article entitled "Bathymetry and latitude modify lake warming under ice". Hydrol. Earth Syst. Sci., 25, 1813–1825, 2021. https://doi.org/10.5194/hess-25-1813-2021
description: Content of this data set: (1)FigureData.rar: Data displayed in the figures (main manuscript and supplementary information); (2)MITgcm_OutputData.rar: Time series of temperature profiles at P1 and P2 (Fig. 1d in the manuscript) and cross-sectional data; (3)MITgcm_InputFiles.rar: Input files to run the the MITgcm simulations
DOI: 10.6084/m9.figshare.14401208
title: Source Data.xlsx

description: Source Data of the article named "Cleavable VEGF antibodies linked to exosomes derived from regulatory T-cells reduce choroidal neovascularization"