cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7756022
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020-2022

description: Migration Mobility Survey, waves 2016, 2018, 2020 and 2022. Codebook and metadata along DDI standard. The fourth wave of the Migration-Mobility Survey took place during the fall of 2022. 7220 migrants were surveyed, 3346 of whom were surveyed 2 years ago (Panel). The remaining 3874 comprised the so-called Refresh sample. The topics included the migratory trajectory before arriving in Switzerland, characteristics of the arrival, information on the family, education level, labour market participation and topics referring to social integration and life in Switzerland. The 2020 wave also include a specific module referring to the Covid-19.
description: Includes corrected variable W22C1 ("Do you intend to apply for Swiss nationality in the future?") which was missing in the initial release.
DOI: 10.5281/zenodo.7134739
title: Data and code associated with the paper 'Measurement-induced collective vibrational quantum coherence under spontaneous Raman scattering in a liquid'

description: Data and code associated with the following paper V. Vento, S. Tarrago-Velez et al., Nat. Commun. (2023) A thorough explanation of the experiment performed is available there. The name of each sub-folder and file in <strong>CS2_data_code.zip</strong> indicates the corresponding figure number ("FIG #") and the type of content ("Data", "Analysis" or "Model").
DOI: 10.5281/zenodo.7134740
title: Data and code associated with the paper 'Measurement-induced collective vibrational quantum coherence under spontaneous Raman scattering in a liquid'

description: Data and code associated with the following paper V. Vento, S. Tarrago-Velez et al., Nat. Commun. (2023) A thorough explanation of the experiment performed is available there. The name of each sub-folder and file in <strong>CS2_data_code.zip</strong> indicates the corresponding figure number ("FIG #") and the type of content ("Data", "Analysis" or "Model").
DOI: 10.6084/m9.figshare.22439251
title: The data entitled The Level of Deep Convective Transport over the Asian Summer Monsoon Anticyclone Region based on Balloon-borne Measurements .

description: This is the data entitled The Level of Deep Convective Transport over the Asian Summer Monsoon Anticyclone Region based on Balloon-borne Measurements. The Campaign was equipped with an electrochemical concentration cell (ECC) ozonesonde, the cryogenic frost point hygrometer (CFH), the Compact Optical Backscatter Aerosol Detector (COBALD) and radiosonde.
DOI: 10.6084/m9.figshare.22439251.v1
title: The data entitled The Level of Deep Convective Transport over the Asian Summer Monsoon Anticyclone Region based on Balloon-borne Measurements .

description: This is the data entitled The Level of Deep Convective Transport over the Asian Summer Monsoon Anticyclone Region based on Balloon-borne Measurements. The Campaign was equipped with an electrochemical concentration cell (ECC) ozonesonde, the cryogenic frost point hygrometer (CFH), the Compact Optical Backscatter Aerosol Detector (COBALD) and radiosonde.
DOI: 10.5281/zenodo.7561629
title: PHUSICOS project platform dataset

description: The PHUSICOS dataset gathers : - a dataset of Nature Based Solutions (NBS) actions implemented in mountainous or rural areas to cope with hydrometeorological events - datasets of documents of interest on NBS (publications, medias, reports, ect.)
DOI: 10.5281/zenodo.7561628
title: PHUSICOS project platform dataset

description: The PHUSICOS dataset gathers : - a dataset of Nature Based Solutions (NBS) actions implemented in mountainous or rural areas to cope with hydrometeorological events - datasets of documents of interest on NBS (publications, medias, reports, ect.)
DOI: 10.6084/m9.figshare.22115945
title: apple_2019.csv

description: User generated data of mobile health app (weight management app) in Apple store in 2019-2020
DOI: 10.6084/m9.figshare.22115945.v1
title: apple_2019.csv

description: User generated data of mobile health app (weight management app) in Apple store in 2019-2020
DOI: 10.6084/m9.figshare.22115945.v2
title: apple_2019.csv

description: User generated data of mobile health app (weight management app) in Apple store in 2019-2020
DOI: 10.6084/m9.figshare.22767680
title: Bemisia tabaci MED_assembly_chromosome genome

description: The sweet potato whitefly, <em>Bemisia tabaci</em> (Gennadius)<em>, </em>is a species complex containing at least 44 species that differ in host breadth, insecticide resistance, virus transmission ability, and genetic composition. Among these cryptic species, <em>B. tabaci</em> MED (also known as <em>B. tabaci </em>biotype Q) is one of the most globally invasive and destructive species owing to its high insecticide resistance, virus transmission, and wide host range. This genome is a complete assembly at the chromosome level, which will help biologists gain a deeper understanding of this invasive pest.
DOI: 10.6084/m9.figshare.22767680.v2
title: Bemisia tabaci MED_assembly_chromosome genome

description: The sweet potato whitefly, <em>Bemisia tabaci</em> (Gennadius)<em>, </em>is a species complex containing at least 44 species that differ in host breadth, insecticide resistance, virus transmission ability, and genetic composition. Among these cryptic species, <em>B. tabaci</em> MED (also known as <em>B. tabaci </em>biotype Q) is one of the most globally invasive and destructive species owing to its high insecticide resistance, virus transmission, and wide host range. This genome is a complete assembly at the chromosome level, which will help biologists gain a deeper understanding of this invasive pest.
DOI: 10.6084/m9.figshare.22767680.v1
title: Bemisia tabaci MED_assembly_chromosome genome

description: The sweet potato whitefly, <em>Bemisia tabaci</em> (Gennadius)<em>, </em>is a species complex containing at least 44 species that differ in host breadth, insecticide resistance, virus transmission ability, and genetic composition. Among these cryptic species, <em>B. tabaci</em> MED (also known as <em>B. tabaci </em>biotype Q) is one of the most globally invasive and destructive species owing to its high insecticide resistance, virus transmission, and wide host range. This genome is a complete assembly at the chromosome level, which will help biologists gain a deeper understanding of this invasive pest.
DOI: 10.6084/m9.figshare.22819970.v1
title: Official annotation files for the Illumina Methylation BeadChips EPIC v1.0 and v2.0.

description: Official annotation files for the Illumina Methylation BeadChips EPIC v1.0 and v2.0 used for the analysis presented in "Accuracy and repeatability of epigenome-based prediction models trained on Illumina MethylationEPIC BeadChip data with different machine learning approaches" (manuscript in preparation).
DOI: 10.6084/m9.figshare.22819970
title: Official annotation files for the Illumina Methylation BeadChips EPIC v1.0 and v2.0.

description: Official annotation files for the Illumina Methylation BeadChips EPIC v1.0 and v2.0 used for the analysis presented in "Accuracy and repeatability of epigenome-based prediction models trained on Illumina MethylationEPIC BeadChip data with different machine learning approaches" (manuscript in preparation).
DOI: 10.5517/ccdc.csd.cc2c3j9b
title: CCDC 2178131: Experimental Crystal Structure Determination

description: Related Article: Sudip Baguli, Abhishek Kundu, Soumajit Nath, Debashis Adhikari, Debabrata Mukherjee|2023|Org.Lett.|25|3141|doi:10.1021/acs.orglett.3c01072
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c3jcd
title: CCDC 2178133: Experimental Crystal Structure Determination

description: Related Article: Sudip Baguli, Abhishek Kundu, Soumajit Nath, Debashis Adhikari, Debabrata Mukherjee|2023|Org.Lett.|25|3141|doi:10.1021/acs.orglett.3c01072
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c3jdf
title: CCDC 2178134: Experimental Crystal Structure Determination

description: Related Article: Sudip Baguli, Abhishek Kundu, Soumajit Nath, Debashis Adhikari, Debabrata Mukherjee|2023|Org.Lett.|25|3141|doi:10.1021/acs.orglett.3c01072
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.22819985
title: XWdata2023

description: AFT data for PSP patients in Xuanwu Hospital
DOI: 10.6084/m9.figshare.22819985.v1
title: AFT data for PSP patients in Xuanwu Hospital

description: AFT data for PSP patients in Xuanwu Hospital
DOI: 10.5281/zenodo.6630432
title: Data from: Modeling the drivers of eutrophication in Finland with a machine learning approach

description: The dataset contains data on characteristics of 1547 Finnish EU Water Framework Directive monitored lakes and their catchments from years 2016-2019. <strong>Usage notes</strong> The zip-file contains catchment and lake characteristics data to support the main analysis code in Github (link) (‘Analyses and visualization’) which produces results, figures and tables presented in the study ‘Modeling the drivers of eutrophication in Finland with a machine learning approach’. Detailed information about the data can be found in the ‘README.docx’ file.
DOI: 10.25405/data.ncl.21564381
title: Reproducibility in Geophysics

description: The data here underpin the results presented in the article - "How reproducible is geophysical research? A review of the availability of code, software and data in journals", by Ireland et al., <br> It includes the Python scripts for reproducing the chart figures in the article. <br> The reliability and repeatability of these methods is vital in maintaining the integrity of research findings and thereby avoiding the dissemination of unreliable results. In recent years there has been an increased attention on aspects of reproducibility, which includes data availability, across scientific disciplines. This review considers aspects of reproducibility of geophysical studies relating to their publication in peer reviewed journals. Specifically, it considers: 1) the extent to which reproducibility in geophysics is the focus of published literature; 2) journal policies on the requirements for providing code, software and data for submission and, 3) the availability of code, software and data associated for existing journal articles
DOI: 10.25405/data.ncl.21564381.v2
title: Reproducibility in Geophysics

description: The data here underpin the results presented in the article - "How reproducible is geophysical research? A review of the availability of code, software and data in journals", by Ireland et al., <br> It includes the Python scripts for reproducing the chart figures in the article. <br> The reliability and repeatability of these methods is vital in maintaining the integrity of research findings and thereby avoiding the dissemination of unreliable results. In recent years there has been an increased attention on aspects of reproducibility, which includes data availability, across scientific disciplines. This review considers aspects of reproducibility of geophysical studies relating to their publication in peer reviewed journals. Specifically, it considers: 1) the extent to which reproducibility in geophysics is the focus of published literature; 2) journal policies on the requirements for providing code, software and data for submission and, 3) the availability of code, software and data associated for existing journal articles
DOI: 10.25405/data.ncl.21564381.v1
title: Reproducibility in Geophysics

description: The data here underpin the results presented in the article - "How reproducible is geophysical research? A review of the availability of code, software and data in journals", by Ireland et al., <br> The reliability and repeatability of these methods is vital in maintaining the integrity of research findings and thereby avoiding the dissemination of unreliable results. In recent years there has been an increased attention on aspects of reproducibility, which includes data availability, across scientific disciplines. This review considers aspects of reproducibility of geophysical studies relating to their publication in peer reviewed journals. Specifically, it considers: 1) the extent to which reproducibility in geophysics is the focus of published literature; 2) journal policies on the requirements for providing code, software and data for submission and, 3) the availability of code, software and data associated for existing journal articles
DOI: 10.25934/pr00008945
title: Antibiotic Resistance Patterns in Africa Using the Pfizer ATLAS Surveillance System _ Open Data Challenge

description: African countries are reported to have a high burden of antimicrobial resistance (AMR) compared to developed regions of the world. Understanding resistance to important antibiotics by priority pathogens is key to identifying solutions and strategies for curbing the rapid progression of AMR in Africa. 
The aim of this proposed research is to assess trends in antibiotic resistance for specific organisms and antibiotics within the African region from 2015 to 2020. The selected antibiotics are important agents used routinely as therapy for serious bacterial infections in many parts of Africa. The organisms chosen are part of the WHO global priority pathogens list which pose a great threat to lives in the region. This will help to ascertain the prevalence of infections from such microorganisms in the region. Additionally, the proposed research will seek to determine the patterns in resistance in bloodstream infections, respiratory infections, and urinary tract infections all of which pose a high burden on the continent. 

The data will be analyzed to determine the pattern and trends in AMR prevalence of the selected pathogens to the selected antibiotics and presented as frequencies in tables and trends in charts and figures. Resistance patterns will be expressed over the period for the specific pathogens, indications, and years. Patterns in the resistance will also be determined for the subregions on the continent, that is East, West, Central, North, and Southern Africa to determine if there are any significant differences in addition to considering their implications. 

Understanding such patterns will enable the identification of potential solutions aimed at improving patient outcomes in the management of resistant infections. This information will facilitate quality improvements in healthcare practice by promoting an understanding of the nature of resistance to important antibiotics and contribute meaningfully to the fight against AMR on the continent.
DOI: 10.4121/4b8d0613-5ee7-4971-b695-835f287336e8.v1
title: Supplementary material for Hydrodynamics in a Randomly Packed Bed with Spherical Particles: A Comparison between PR-CFD Simulations and MRI Experiments

description: The data and scripts used in the experiments and simulations can be found in ‘SupplementaryMaterial.zip’. Inside the folder ‘/Figures’ the data to plot the figures of the article ‘Hydrodynamics in a Randomly Packed Bed with Spherical Particles: A Comparison between PR-CFD Simulations and MRI Experiments’ are provided. <br>Inside the folder ‘/Reconstructed packing’ the positions and radii of the particles are provided, which allows to reconstruct the spherical particle packing used in the flow simulations. The raw image data in DICOM format from which these sphere positions and radii are obtained is provided inside the subfolder ‘/Raw data’. Inside the folder ‘/Matlab script for MRI’ the velocity data obtained from the MRI experiments is provided. The MATLAB scripts to calculate the velocity profiles in the article are provided as well. The raw spectrometer files in MRD format from which the velocity data is obtained are provided inside the subfolder ‘/Raw data’. <br>Inside the folder ‘/Matlab script for PR-CFD’ the scripts for calculating the radial velocity and cumulative flow profiles which are reported in the article can be found. Figure 4 and 5 can be generated with the python script inside the folder ‘/Python script for PR-CFD’ from the vtk files which can be provided upon requests.<br>
DOI: 10.6084/m9.figshare.22820264
title: Data For: Urban Human Settlements’ Resilience Measurement and Characteristics and Their Mechanism Model in Chinasx

description: With the rapid development of Chinese cities, dramatic changes have occurred in the urban living environment. In recent years, the global pandemic of COVID-19 has brought new challenges to the construction of urban human settlements . The principle of urban resilience is introduced into the study of urban human settlements, and a systematic evaluation model of urban human settlements’ resilience is constructed. The level of urban human settlements’ resilience can directly reflect the ability of human settlements to cope with various effects that are closely related to sustainable urban development. In view of the incomplete data of Hong Kong, Macao and Taiwan, this paper selects 31 other provinces (municipalities and autonomous regions) in China as the research object. The research time period is 2011–2020. To ensure the scientificity and accuracy of the data, the data are obtained from ‘China Statistical Yearbook’, ‘China Statistical Yearbook on Environment’, ‘China Statistical Yearbook on Population and Employment’, ‘China City Statistical Yearbook’ and statistical yearbooks of each province from 2012 to 2021. Some missing data are supplemented by interpolation.
DOI: 10.5258/soton/d2492
title: Dataset supporting an article "A catenane that is topologically achiral despite being composed of oriented rings"

description: This dataset supports the publication: A catenane that is topologically achiral despite being composed of oriented rings. The dataset contains: Characterisation data (NMR, MS, x-ray) for all the compounds reported in the manuscript Licence: CC-BY
DOI: 10.5281/zenodo.7101690
title: Brucker Maldi-TOF custom database for differentiating Enterococcus faecium clades A1/A2 from B

description: This custom database has been constructed using MBT explorer software (Bruker ®) and the Maldi Biotyper (Bruker). Protein extraction were performed according to the MSP Creation protocol (V1.1, Bruker ®) and mass spectra were obtained following the Maldi Biotyper protocol (V.2.4, Bruker ®). The resulting spectra were carefully inspected using flexAnalysis software (V3.4, Bruker ®). After elimination of spectra with mass peak deviation &gt; 0.05%, outlier peaks or flatline, the remaining spectra were combined to generate a single mass spectrum for each strain onto the MALDI Biotyper software (V4.1, Bruker ®), with default parameters. The mass spectra were used to generate this new database, available on the MBT Compass RUO software (RevC Version, Bruker ®). The individual spectra are available as well as the MSP (Mass Spectrum Profile) for each strains.
DOI: 10.5281/zenodo.7936571
title: Brucker Maldi-TOF custom database for differentiating Enterococcus faecium clades A1/A2 from B

description: This custom database has been constructed using MBT explorer software (Bruker ®) and the Maldi Biotyper (Bruker). Protein extraction were performed according to the MSP Creation protocol (V1.1, Bruker ®) and mass spectra were obtained following the Maldi Biotyper protocol (V.2.4, Bruker ®). The resulting spectra were carefully inspected using flexAnalysis software (V3.4, Bruker ®). After elimination of spectra with mass peak deviation &gt; 0.05%, outlier peaks or flatline, the remaining spectra were combined to generate a single mass spectrum for each strain onto the MALDI Biotyper software (V4.1, Bruker ®), with default parameters. The mass spectra were used to generate this new database, available on the MBT Compass RUO software (RevC Version, Bruker ®). The individual spectra are available as well as the MSP (Mass Spectrum Profile) for each strains.
DOI: 10.6092/unibo/amsacta/7263
title: Global Education and Learning Digital Archive

description: The digital archive in Global Education and Learning (GEL Database) was established following several years of work on the development of the Global Education Digest, a systematic bibliography of Global Education research. Over time, the Digest has expanded to incorporate research in an increasing number of languages, with the 2022 edition including 10 languages: English, Dutch, Finnish, French, German, Italian, Polish, Portuguese, Slovakian, and Spanish. The project involved close collaboration between the UNESCO Chair's in GCED working group, the Digest contributors and the University Library System of the University of Bologna. The research platform provides visibility and recognition to the global education community and it consists of a unique wealth of open access resources available not only to scholars and researchers around the world, but also for policy makers and practitioners, as the presence of languages other than English and grey Literature constitute important elements than broader the GE community.
DOI: 10.22008/fk2/vyjx5d/ikf92x
title: FINALS.zip

description: :unav
DOI: 10.5281/zenodo.7868367
title: Fast Method for Calibrated Self-Discharge Measurement of Lithium-Ion Batteries including Temperature Effects and Comparison to Modelling

description: Self-discharge data related to the manuscript entitled: 'Fast Method for Calibrated Self-Discharge Measurement of Lithium-Ion Batteries including Temperature Effects and Comparison to Modelling', submitted to Energy Reports on 26 April 2023.
description: Note: Data is available in csv format.
DOI: 10.5281/zenodo.7868366
title: Fast Method for Calibrated Self-Discharge Measurement of Lithium-Ion Batteries including Temperature Effects and Comparison to Modelling

description: Self-discharge data related to the manuscript entitled: 'Fast Method for Calibrated Self-Discharge Measurement of Lithium-Ion Batteries including Temperature Effects and Comparison to Modelling', submitted to Energy Reports on 26 April 2023.
description: Note: Data is available in csv format.
DOI: 10.18419/darus-3457
title: Supplements for "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks""

description: This repository contains the necessary scripts to reproduce the results from our paper "ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks". See the README file for more information. The most current version of this software is available on Github.