cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3694324
title: parliamentr: speeches from european parliaments in a standardized, machine-readable format

description: Data accompagnying the R package parliamentr. Here on zenodo is the dataset, and the R package holds the code used to scrape & clean the data, as well as code to download and use this dataset. Currently under development
DOI: 10.5281/zenodo.3694343
title: Petromagnetic characteristics of serpentinization and magnetite formation at the Zedang ophiolite in southern Tibet

description: Electron Microprobe Analyses of Minerals of the Zedang Peridotites, SE Tibet
DOI: 10.14469/hpc/6907
title: Figure S5 (Wright BMC Biology 2020)

description: Figure S5 data for Wright et al. BMC Biology 2020
DOI: 10.5281/zenodo.3436068
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Raes, Niels, https://orcid.org/0000-0002-4329-4892. Claims were made on Bloodhound, https://bloodhound-tracker.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.3694349
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Gardiner, Lauren, https://orcid.org/0000-0002-8843-0317. Claims were made on Bloodhound, https://bloodhound-tracker.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.3694344
title: Semantic Interoperability Model LinkedDL Dataset

description: This dataset contain configuration files and tools used for setting the experiment environment of the PhD thesis "A Semantic Interoperability Model based on Linked Data for Building Digital Libraries".
DOI: 10.5281/zenodo.3694345
title: Semantic Interoperability Model LinkedDL Dataset

description: This dataset contain configuration files and tools used for setting the experiment environment of the PhD thesis "A Semantic Interoperability Model based on Linked Data for Building Digital Libraries".
DOI: 10.5281/zenodo.3694338
title: Lore backup

description: This contains data from lore I need
DOI: 10.5281/zenodo.3694339
title: Lore backup

description: This contains data from lore I need
DOI: 10.5281/zenodo.3694370
title: Assessing Social Media Communications of Local Governments in Fast-growing U.S. Cities

description: With social media ubiquitous in our daily communication, local governments have growingly relied on this new media platform for communicating and interacting with their citizens. However, it is still unclear how to assess the effectiveness of social media communication efforts by the governments. Based on the Lasswell communication framework, this study proposes a social media communication index that can be used to compare and evaluate the degree of social media communication effectiveness among different cities. The index was then applied to the social media platforms used by the top growing U.S. cities. The results show that City of Orlando and New York City exhibit top communication effectiveness in social media. This dataset was developed along with the research.
DOI: 10.5281/zenodo.3695019
title: 谵妄预测模型前期工作相关材料

description: 文档展示研究者前期工作情况: 1.原始数据: 按照纳入和排除条件筛选出应用于谵妄机器学习模型建模的患者原始数据。文件中的数据量占总数据的66%。 2.多重插补数据:对原始数据中缺失值变量按照不同算法建模集成学习后插补的最终数据。文件中的数据量占总数据的66%。 3.前期工作基础补充材料:文件中包含6个部分,包括: 1). 用于建模的患者临床信息表, 2). 患者基线表, 3). 数据中缺失值汇总表, 4). 患者既往史汇总表, 5). 患者评估前接收的医疗干预汇总表, 6). 前期建模的模型特征变量重要性排序表。
DOI: 10.5281/zenodo.3695018
title: 谵妄预测模型前期工作相关材料

description: 文档展示研究者前期工作情况: 1.原始数据: 按照纳入和排除条件筛选出应用于谵妄机器学习模型建模的患者原始数据。文件中的数据量占总数据的66%。 2.多重插补数据:对原始数据中缺失值变量按照不同算法建模集成学习后插补的最终数据。文件中的数据量占总数据的66%。 3.前期工作基础补充材料:文件中包含6个部分,包括: 1). 用于建模的患者临床信息表, 2). 患者基线表, 3). 数据中缺失值汇总表, 4). 患者既往史汇总表, 5). 患者评估前接收的医疗干预汇总表, 6). 前期建模的模型特征变量重要性排序表。
DOI: 10.5281/zenodo.3694326
title: Grammar2PDDL: PDDL benchmark generated from data science grammar

description: A PDDL benchmark set, generated from Data Science grammar by requiring particular rules and terminals as soft goals. The dataset can also be found at https://github.com/IBM/PDDL-benchmark-ds-grammar
DOI: 10.5281/zenodo.3694330
title: Two metamorphic gold mineralization events confirmed by Lu-Hf isotope dating of garnet in the Late Archean Storø Au deposit, Nuuk region of SW Greenland

description: <strong>Supplementary material</strong> <strong>Table A1.</strong> LA-ICP-MS data for a profile through a representative garnet from sample KSZ 21. <strong>Table A2.</strong> Lu-Hf isotope data for garnet separates. The samples are described in Szilas et al. (2014). <strong>Table A3.</strong> Lu-Hf isotope data for bulk-rock samples. The samples are described in Szilas et al. (2016).
DOI: 10.5281/zenodo.3694325
title: Grammar2PDDL: PDDL benchmark generated from data science grammar

description: A PDDL benchmark set, generated from Data Science grammar by requiring particular rules and terminals as soft goals. The dataset can also be found at https://github.com/IBM/PDDL-benchmark-ds-grammar
DOI: 10.5281/zenodo.3694329
title: Two metamorphic gold mineralization events confirmed by Lu-Hf isotope dating of garnet in the Late Archean Storø Au deposit, Nuuk region of SW Greenland

description: <strong>Supplementary material</strong> <strong>Table A1.</strong> LA-ICP-MS data for a profile through a representative garnet from sample KSZ 21. <strong>Table A2.</strong> Lu-Hf isotope data for garnet separates. The samples are described in Szilas et al. (2014). <strong>Table A3.</strong> Lu-Hf isotope data for bulk-rock samples. The samples are described in Szilas et al. (2016).
DOI: 10.5281/zenodo.3628719
title: Annexes to the European Union Summary Report on Antimicrobial Resistance in zoonotic and indicator bacteria from humans, animals and food in 2017/2018

description: All tables produced for the European Union Summary Report on Antimicrobial Resistance in Zoonotic and Indicator Bacteria from Humans, Animals and Food in 2018 : - Campylobacter - E. coli - MRSA -Salmonella - ESBL Annexes A to F are also included,
description: EU; XLSX; zoonoses_support@efsa.europa.eu
DOI: 10.5281/zenodo.3694382
title: Data and codes for "Enhancing reef restoration effectiveness: Supplying microbial photosymbionts during coral larval settlement increases post-settlement survival"

description: This dataset contains data, codes, and photographs underlying the coral recruit survival monitoring, amplicon sequencing, and statistical analysis of the research article "Enhancing reef restoration effectiveness: Supplying microbial photosymbionts during coral larval settlement increases post-settlement survival”. Sequencing data are deposited on NCBI under BioProject ID PRJNA609820.
DOI: 10.5281/zenodo.3694381
title: Data and codes for "Enhancing reef restoration effectiveness: Supplying microbial photosymbionts during coral larval settlement increases post-settlement survival"

description: This dataset contains data, codes, and photographs underlying the coral recruit survival monitoring, amplicon sequencing, and statistical analysis of the research article "Enhancing reef restoration effectiveness: Supplying microbial photosymbionts during coral larval settlement increases post-settlement survival”. Sequencing data are deposited on NCBI under BioProject ID PRJNA609820.
DOI: 10.17632/b7jwcw4wbp.1
title: Data for: Impacts of Graduated Driver Licencing Regulations

description: These are flat stata files used in the paper.
DOI: 10.15120/gsi-2020-00409
title: Proton acceleration via the TNSA mechanism using a smoothed laser focus

description: In this work, we present the results of an experiment aiming at proton acceleration using a focus with a homogeneous intensity distribution, called smoothed focus. To achieve this goal, we implemented a phase plate before the pre-amplifier of the PHELIX laser facility. The phase plate was used for the first time at a high-power short-pulse laser. Demonstrating a low divergent ion beam was the main goal of this work. Numerical simulations using Particle-In-Cell (PIC) code EPOCH estimated a 2-5 times reduction in the angular divergence of the proton beam using a phase plate due to a smoother sheath at the rear side of the target. However, the reduction of the angular divergence was not sensible according to the experimental data. A positive point is that the spectrum of protons that are generated with the smoothed beam is shifted towards the lower energies, provided the laser absorption is kept in check, compared to the Gaussian proton spectrum. Moreover, the number of protons that are generated with the smoothed beam is higher than the ones generated with the Gaussian beam.
DOI: 10.5281/zenodo.3692380
title: Strong histopathological relevance patches for MSI vs. MSS classification

description: This is a subset of dataset "Histological images for MSI vs. MSS classification in gastrointestinal cancer, FFPE samples" CRC_DX[1]. For more details, please visit [1]. After a fused distillation, a neural network based framework will vote for the candidates for the histopathological strong relevance patches. We incorporate the morphology knowledge from pathologists to sort out the most representative samples and tag them to this subdata. The dataset has two labels i.e., MSIMUT_strong and MSS_strong. MSIMUT_strong : 28 307 patches. MSS_strong : 27 146 patches. [1] Histological images for MSI vs. MSS classification in gastrointestinal cancer, FFPE samples. https://doi.org/10.5281/zenodo.2530835
DOI: 10.5281/zenodo.3692379
title: Strong histopathological relevance patches for MSI vs. MSS classification

description: This is a subset of dataset "Histological images for MSI vs. MSS classification in gastrointestinal cancer, FFPE samples" CRC_DX[1]. For more details, please visit [1]. After a fused distillation, a neural network based framework will vote for the candidates for the histopathological strong relevance patches. We incorporate the morphology knowledge from pathologists to sort out the most representative samples and tag them to this subdata. The dataset has two labels i.e., MSIMUT_strong and MSS_strong. MSIMUT_strong : 28 307 patches. MSS_strong : 27 146 patches. [1] Histological images for MSI vs. MSS classification in gastrointestinal cancer, FFPE samples. https://doi.org/10.5281/zenodo.2530835
DOI: 10.5281/zenodo.3694955
title: Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives

description: <strong>Review_MNNP_Fish</strong> Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives <strong>Supplementary_Information_1.pdf</strong>:<br> This document contains a list of names that are used in the database (see Supplementary_Information_2) to describe the biological endpoints investigated within the 46 studies that we have reviewed <strong>Supplementary_Information_2.xlsx</strong>:<br> This document contains 6 sheets: 'Database' sheet: contains the full database compiling the 46 studies and 782 biological endpoints analyzed in this review paper. 'INFO' sheet: contains the information to understand how MP/NP sizes and concentrations were attributed to classes 'Size_Class_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP size classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Mass_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP mass concentration classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Part_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP particle concentration classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Exposure_Path_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP exposure pathway and effects on fish biological functions. This sheet is used to build Figure 3. <strong>Plabib_Fig2.xlsx</strong>:<br> This document contains the data necessary to build Figure 2 of this review paper. Data has been extracted from Supplementary_Information_2 database. <strong>Plabib_Fig3_pie.txt</strong>:<br> This document contains the data necessary to build Figure 3 pie chart. Data has been extracted from Supplementary_Information_2 database. <strong>PlaBib_Rcode_forFigures.R</strong>:<br> This document contains the Rcode necessary to build all figures from this manuscript
DOI: 10.5281/zenodo.3694954
title: Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives

description: <strong>Review_MNNP_Fish</strong> Data, Rcode and Supplementary Materials for: Effects of virgin micro- and nano-plastics on fish: Trends, meta-analysis and perspectives <strong>Supplementary_Information_1.pdf</strong>:<br> This document contains a list of names that are used in the database (see Supplementary_Information_2) to describe the biological endpoints investigated within the 46 studies that we have reviewed <strong>Supplementary_Information_2.xlsx</strong>:<br> This document contains 6 sheets: 'Database' sheet: contains the full database compiling the 46 studies and 782 biological endpoints analyzed in this review paper. 'INFO' sheet: contains the information to understand how MP/NP sizes and concentrations were attributed to classes 'Size_Class_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP size classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Mass_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP mass concentration classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Part_Conc_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP particle concentration classes and effects on fish biological functions. This sheet is used to build Figure 4. 'Exposure_Path_analytics' sheet: contains the analyzed data (from the database) regarding MP/NP exposure pathway and effects on fish biological functions. This sheet is used to build Figure 3. <strong>Plabib_Fig2.xlsx</strong>:<br> This document contains the data necessary to build Figure 2 of this review paper. Data has been extracted from Supplementary_Information_2 database. <strong>Plabib_Fig3_pie.txt</strong>:<br> This document contains the data necessary to build Figure 3 pie chart. Data has been extracted from Supplementary_Information_2 database. <strong>PlaBib_Rcode_forFigures.R</strong>:<br> This document contains the Rcode necessary to build all figures from this manuscript
DOI: 10.15468/eefcgk
title: Arboricolonus simplex gen. et sp. nov. and novelties in Cadophora, Minutiella and Proliferodiscus from Prunus wood in Germany

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bien, Steffen, Damm, Ulrike (2020): Arboricolonus simplex gen. et sp. nov. and novelties in Cadophora, Minutiella and Proliferodiscus from Prunus wood in Germany. MycoKeys 63: 119-161, DOI: http://dx.doi.org/10.3897/mycokeys.63.46836, URL: http://dx.doi.org/10.3897/mycokeys.63.46836
DOI: 10.15468/ivj6il
title: The genus Melanconis (Diaporthales)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jaklitsch, Walter M., Voglmayr, Hermann (2020): The genus Melanconis (Diaporthales). MycoKeys 63: 69-117, DOI: http://dx.doi.org/10.3897/mycokeys.63.49054, URL: http://dx.doi.org/10.3897/mycokeys.63.49054
DOI: 10.5281/zenodo.3635793
title: Specific monitoring results of ESBL-/AmpC-/carbapenemase-producing bacteria and specific monitoring of carbapenemase-producing bacteria, in the absence of isolates detected complementing the European Union Overview Summary Report on Antimicrobial Resistance in zoonotic and indicator bacteria from humans, animals and food in 2017/2018

description: This dataset derives from the specific monitoring of E. coli producers of ESBLs/AmpC/carbapenemases, as well as the specific monitoring of carbapenemase-producers (voluntary reporting), in the absence of any isolates detected. This dataset contains only data when Total units positive equals zero '0'.
description: EU; csv; zoonoses_support@efsa.europa.eu
DOI: 10.5281/zenodo.3635794
title: Specific monitoring results of ESBL-/AmpC-/carbapenemase-producing bacteria and specific monitoring of carbapenemase-producing bacteria, in the absence of isolates detected complementing the European Union Overview Summary Report on Antimicrobial Resistance in zoonotic and indicator bacteria from humans, animals and food in 2017/2018

description: This dataset derives from the specific monitoring of E. coli producers of ESBLs/AmpC/carbapenemases, as well as the specific monitoring of carbapenemase-producers (voluntary reporting), in the absence of any isolates detected. This dataset contains only data when Total units positive equals zero '0'.
description: EU; csv; zoonoses_support@efsa.europa.eu
DOI: 10.5281/zenodo.3695007
title: Fostering Responsible Research Practice Dataset

description: Fostering Responsible Research Practice Dataset, clinical trials.
DOI: 10.5281/zenodo.3695008
title: Fostering Responsible Research Practice Dataset

description: Fostering Responsible Research Practice Dataset, clinical trials.
DOI: 10.5281/zenodo.3695015
title: Exploring and promoting green urban spaces in Vienna - can data about public perception help drive change?

description: Citizen Science has become a vital source for data collection when the spatial and temporal extent of a project makes it too expensive to send experts into the field. However, involving citizens can go further than that – participatory projects focusing on subjective parameters can fill in the gap between local community needs and stakeholder approaches to tackle key social and environmental issues. The Horizon 2020 project, LandSense, is building a modern citizen observatory for Land Use & Land Cover (LULC) monitoring, by engaging citizens to transform current approaches to environmental decision making. Citizen Observatories are community-driven mechanisms to complement existing environmental monitoring systems and can be fostered through mobile and web applications, allowing citizens to play a key role in environmental monitoring. Within this project, the City Oases mobile application, focused on the city of Vienna, has been developed that aims not only to stimulate civic engagement to monitor changes within the urban environment, but also to enable users to drive improvements by providing city planners with information about the public perception of urban spaces. City Oases was launched in March 2019. Where are the best places for a romantic date? Where can you skate? Where is it cool on a hot summer’s day? Open urban spaces can be used in many ways. Pick an activity in the CityOases app and we show the spots where you can do them, including the rating of previous users and pictures from the location. If you visit the spot you can rate it as well based on a few selected subjective criteria. If you know a cool spot that is openly accessible but not marked in our map yet? Just add it with a list of activities and some pictures. Additionally, you can input your perceptions including whether it is noisy, clean or if the infrastructure is attractive. The picture module within the application promotes you to take photos in the four cardinal directions. Users can search for specific activities, visit one of the points indicated on the map and then evaluate this point. Time period of data collection: 19/03/2019 - 10/11/2019 Types of contributors: General Public, Students<br> Number of contributors: 50<br> Number of observations: 788<br> Number of photos: 1846 Associated files: City Oases Vienna 2019.csv, City Oases Vienna 2019.geoJSON, City Oases Vienna 2019 Attributes.csv This dataset is licensed under a Creative Commons Attribution 4.0 International. It is attributed to the LandSense Citizen Observatory, Umweltbundesamt (Environment Agency Austria) and the International Institute for Applied Systems Analysis. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement no 689812.
DOI: 10.5281/zenodo.3695014
title: Exploring and promoting green urban spaces in Vienna - can data about public perception help drive change?

description: Citizen Science has become a vital source for data collection when the spatial and temporal extent of a project makes it too expensive to send experts into the field. However, involving citizens can go further than that – participatory projects focusing on subjective parameters can fill in the gap between local community needs and stakeholder approaches to tackle key social and environmental issues. The Horizon 2020 project, LandSense, is building a modern citizen observatory for Land Use & Land Cover (LULC) monitoring, by engaging citizens to transform current approaches to environmental decision making. Citizen Observatories are community-driven mechanisms to complement existing environmental monitoring systems and can be fostered through mobile and web applications, allowing citizens to play a key role in environmental monitoring. Within this project, the City Oases mobile application, focused on the city of Vienna, has been developed that aims not only to stimulate civic engagement to monitor changes within the urban environment, but also to enable users to drive improvements by providing city planners with information about the public perception of urban spaces. City Oases was launched in March 2019. Where are the best places for a romantic date? Where can you skate? Where is it cool on a hot summer’s day? Open urban spaces can be used in many ways. Pick an activity in the CityOases app and we show the spots where you can do them, including the rating of previous users and pictures from the location. If you visit the spot you can rate it as well based on a few selected subjective criteria. If you know a cool spot that is openly accessible but not marked in our map yet? Just add it with a list of activities and some pictures. Additionally, you can input your perceptions including whether it is noisy, clean or if the infrastructure is attractive. The picture module within the application promotes you to take photos in the four cardinal directions. Users can search for specific activities, visit one of the points indicated on the map and then evaluate this point. Time period of data collection: 19/03/2019 - 10/11/2019 Types of contributors: General Public, Students<br> Number of contributors: 50<br> Number of observations: 788<br> Number of photos: 1846 Associated files: City Oases Vienna 2019.csv, City Oases Vienna 2019.geoJSON, City Oases Vienna 2019 Attributes.csv This dataset is licensed under a Creative Commons Attribution 4.0 International. It is attributed to the LandSense Citizen Observatory, Umweltbundesamt (Environment Agency Austria) and the International Institute for Applied Systems Analysis. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement no 689812.
DOI: 10.5281/zenodo.3695166
title: Internet on FIRE, a Fed4FIRE+ Experiment

description: Log files related to three different experiments done on the Fed4FIRE TestBeds within the Internet on Fire project. Experiment 1: BGP Tests related to Fabrikant topology. Experiment2: BGP Tests related to Elmokashfi topologies, 1000 Nodes. Experiment3: BGP Tests related to Elmokashfi topologies, 2000 Nodes. Experiment4: BGP Tests related to Elmokashfi topologies, 4000 Nodes. Experiment5: BGP Tests related to Elmokashfi topologies, 12000 Nodes.