cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10366626
title: Effect of chitosan-based surfaces on biofilms formed by Cobetia marina

description: The characterization (roughness and water contact angle) of poly (lactic acid) surfaces coated with chitosan of different molecular weights and concentrations obtained from the Loligo opalescens pen was performed. The antifouling activity of these surfaces against Cobetia marina biofilm formation was evaluated, as well as the mechanism of action of this type of chitosan.
DOI: 10.5281/zenodo.10366627
title: Effect of chitosan-based surfaces on biofilms formed by Cobetia marina

description: The characterization (roughness and water contact angle) of poly (lactic acid) surfaces coated with chitosan of different molecular weights and concentrations obtained from the Loligo opalescens pen was performed. The antifouling activity of these surfaces against Cobetia marina biofilm formation was evaluated, as well as the mechanism of action of this type of chitosan.
DOI: 10.17632/szmx77j4vz.1
title: Global impacts of an extreme Solar Particle Event under different geomagnetic field strengths

description: Data used for Arsenovic et al: Global impacts of an extreme Solar Particle Event under different geomagnetic field strengths

SOCOL3-MPIOM data:
ens notes ensemble member number
zm stands for zonal mean of NOx, HOx and ozone
totoz is total ozone column in Dobson units

LibRadtran data:
Solar radiation at the surface given in mW/m2/nm
DOI: 10.17632/bbcyhck2w5.1
title: Replication Package ImmigrationHealth

description: Replication package for Immigration and Health Outcomes: A Study on Native Health Perception and Limitations in Europe. 
Martina Bazzoli, Joan E. Madia, Catia Nicodemo, Federico Podesta’ . 2023.
DOI: 10.17632/7wcmg4bv6z.1
title: Examination of Carbon Dioxide Emissions and Renewables in Southeast Asian Countries Based on a Panel Vector Autoregressive Model

description: Data and econometrics method for the paper called "Examination of Carbon Dioxide Emissions and Renewables in Southeast Asian Countries Based on a Panel Vector Autoregressive Model", what is accepted for publication in the Journal of Cleaner Production.
DOI: 10.17632/49h98f8c7h.1
title: Supplemental Table S1

description: Data description per research station
DOI: 10.17632/xfh8t8568g.2
title: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria

description: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria (bioRxiv )
DOI: 10.17632/xfh8t8568g.3
title: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria

description: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria (bioRxiv )
DOI: 10.17632/xfh8t8568g.4
title: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria

description: Code & Data for: Fundamental metabolic strategies of heterotrophic bacteria (Nature Microbiology )
DOI: 10.17632/xfh8t8568g.5
title: Code & Data for: Genome content predicts the carbon catabolic preferences of heterotrophic bacteria

description: Code & Data for: Genome content predicts the carbon catabolic preferences of heterotrophic bacteria (Published version: https://www.nature.com/articles/s41564-023-01458-z)

Previously on bioRxiv: Fundamental metabolic strategies of heterotrophic bacteria
DOI: 10.17632/8d6mtz5hgg.1
title: Immigration&Health

description: Replication Package for Immigration and Health Outcomes: A Study on Native Health Perception and Limitations in Europe. 2023. Bazzoli, M., J.E., Madia, C., Nicodemo, and F., Podesta'.
DOI: 10.57967/hf/1458
title: code-commande-publique
DOI: 10.17632/ktyksxb5nr.1
title: Dummy dataset of CoViD-19 clinical parameters

description: Dummy dataset of the clinical parameters of the CoViD-19 CXR dataset (Soda et al., 2021) that can be used for training MERGE: a multi-input neural network for biomedical applications.
DOI: 10.17632/2x4ycnvcfb.1
title: Insights into the Micromechanics of Dehydration-induced Gypsum to γ-Anhydrite Phase Transition from Instrumented Microindentation Experiments

description: Experimental (Microindentation and Isothermal dehydration of gypsum) and Analytical (Thermogravimetric Analysis and Raman Spectroscopy) datasets for "Micromechanics of Dehydration-induced Gypsum to Anhydrite Phase Transition".
DOI: 10.17632/b5wfrff67m.1
title: Disintegration stages of Arbacia lixula. Description of decomposing anatomical changes.

description: Disintegration stages of Arbacia lixula. Description of decomposing anatomical changes,emphasising on Aristotele's lantern
DOI: 10.17632/nyvnc3c6rz.1
title: AMD

description: all data
DOI: 10.17632/4zyx9gbhzt.1
title: Cell reports raw data

description: Next Generaiton Sequencing data
Full Scan Gel files
DOI: 10.17632/mz347y27z7.1
title: Supplemental Table S2

description: Standard errors (SE) of genetic correlation estimates
DOI: 10.17632/9b5tt79s6y.1
title: Supplementary data on monthly GSR model based on ANN: A case study in Spain

description: A monthly global solar radiation model based on a simple neural network structure, using temperature, geographical, and topographical data from 105 meteorological stations, representative of the whole of peninsular Spain has been developed. A hierarchical clustering procedure has been employed to select the data used to train and validate the model. To avoid functional dependencies between parameters and variables, which hinder the generality of the model, all input and output variables are dimensionless. The results of the model exceed those obtained in previous works using regression models and prove that the simplicity of a model is compatible with the generality and accuracy of its estimates even in large regions with very varied characteristics
DOI: 10.17632/vywwvbbvgs.1
title: wAMD

description: Complete data set
DOI: 10.17632/xvn9ngmc46.1
title: Online Purchase Intention of Plant-Based Foods

description: Understanding Online Purchase Intention of Plant-Based Foods: Exploring Causal Factors and Moderating Role of Self-Efficacy within the S-O-R Theory
DOI: 10.17632/svtnsvvw5f.1
title: Voting beyond borders

description: Survey
DOI: 10.34740/kaggle/dsv/7186588
title: Balochi Language to English Translation Dataset
DOI: 10.21966/82q4-y443
title: Vertical Water Properties Profiles (CTD) from the Hakai Institute Juvenile Salmon Program, Provisional
title: Données sur le profil de conductivité, de température et de profondeur (CTD) de la colonne d'eau issues du programme sur le saumon juvénile de l'Institut Hakai

description: Water column property data including temperature, depth, conductivity, salinity, dissolved oxygen, fluorescence, photosynthetically active radiation, and chlorophyll a were measure with an RBR CTD during salmon fishing operations between 2016 and 2023 in the Discovery Islands and Johnstone Strait, British Columbia. These data relate the physical and biogeochemical conditions migrating juvenile salmon experience in their early marine migration life cycle phase with their health and survival.
description: Les données sur les propriétés de la colonne d'eau, notamment la température, la profondeur, la conductivité, la salinité, la fluorescence, le rayonnement photosynthétiquement actif et la chlorophylle a, ont été mesurées à l'aide d'un CTD RBR lors d'opérations de pêche au saumon entre 2016 et 2023 dans les îles Discovery et dans le détroit de Johnstone, en Colombie-Britannique. Ces données établissent un lien entre les conditions physiques et biogéochimiques auxquelles sont confrontés les saumons juvéniles migrateurs au début de leur cycle de vie en milieu marin et leur santé et leur survie.
DOI: 10.21966/tmch-5606
title: Dataset for article: 'Migration timing affects the foraging ecology of Fraser River sockeye salmon stocks in coastal waters of British Columbia, Canada'
title: Ensemble de données pour l'article : « La chronologie de la migration influe sur l'écologie alimentaire des stocks de saumon rouge du fleuve Fraser dans les eaux côtières de la Colombie-Britannique, au Canada »

description: This data package contains zooplankton taxonomy and biomass data, and stomach contents from juvenile sockeye salmon migrating through the Discovery Islands and Johnstone Strait in 2015 and 2016. These data were collected to inform our understanding of early marine survival with special attention to inter and intra differences in zooplankton prey as it relates to the timing of juvenile sockeye salmon. These data are from the article 'Migration timing affects the foraging ecology of Fraser River sockeye salmon stocks in coastal waters of British Columbia, Canada' published in Marine Ecology Press Series.
description: Ce dossier de données contient des données sur la taxonomie et la biomasse du zooplancton, ainsi que le contenu stomacal de saumons rouges juvéniles ayant migré par les îles Discovery et le détroit de Johnstone en 2015 et 2016. Ces données ont été recueillies afin de mieux comprendre la survie précoce en mer, en accordant une attention particulière aux différences inter et intra entre les proies du zooplancton en ce qui concerne le moment où les saumons sockeye juvéniles apparaissent. Ces données proviennent de l'article « Le calendrier de migration affecte l'écologie alimentaire des stocks de saumon rouge du fleuve Fraser dans les eaux côtières de la Colombie-Britannique, au Canada » publié dans Marine Ecology Press Series.
DOI: 10.5281/zenodo.8388269
title: FoldingDiff CATH S40 training dataset

description: Dataset used to develop and train FoldingDiff, a generative model for protein backbone structures. 
description: Derived from CATH v4.3.0 S40 nonredundant dataset.
DOI: 10.5281/zenodo.8388270
title: FoldingDiff CATH S40 training dataset

description: Dataset used to develop and train FoldingDiff, a generative model for protein backbone structures. 
description: Derived from CATH v4.3.0 S40 nonredundant dataset.
DOI: 10.5281/zenodo.8388285
title: FoldingDiff generated structures (n=780, main results) and associated metadata

description: Backbone structures generated by FoldingDiff spanning lengths [50, 128). Each length has 10 randomly sampled structures for a total of 780 backbone structures. These were used to derive all results in our manuscript's main results section. In addition to structures in .pse format, we provide an excel table with the following sheets:

Table containing metadata for each of the aforementioned generated structures. Metadata includes scTM designability scores using ProteinMPNN + OmegaFold and using ProteinMPNN + AlphaFold2, maximum training set TM score (similarity), structure length, and number of sheets/helices present as annotated by P-SEA.
Table containing Gauss integral embeddings for each of the 780 backbones generated by FoldingDiff
Table containing Gauss integral embeddings for select test set structures between 50 and 128 residues in length. These were used to compare and contextualize structures/embeddings from FoldingDiff.
DOI: 10.5281/zenodo.8388286
title: FoldingDiff generated structures (n=780, main results) and associated metadata

description: Backbone structures generated by FoldingDiff spanning lengths [50, 128). Each length has 10 randomly sampled structures for a total of 780 backbone structures. These were used to derive all results in our manuscript's main results section. In addition to structures in .pse format, we provide an excel table with the following sheets:

Table containing metadata for each of the aforementioned generated structures. Metadata includes scTM designability scores using ProteinMPNN + OmegaFold and using ProteinMPNN + AlphaFold2, maximum training set TM score (similarity), structure length, and number of sheets/helices present as annotated by P-SEA.
Table containing Gauss integral embeddings for each of the 780 backbones generated by FoldingDiff
Table containing Gauss integral embeddings for select test set structures between 50 and 128 residues in length. These were used to compare and contextualize structures/embeddings from FoldingDiff.
DOI: 10.6084/m9.figshare.24639387
title: Cybersecurity research publications, authors, and datasets 2015-2019. Data package for the paper "Data Sharing and Use in Cybersecurity Research".

description: The dataset supports the publication "Data Sharing and Use in Cybersecurity Research" by I. Kouper and S. Stone (in the CODATA <i>Data Science Journal</i>).<b>Paper abstract:</b> Data sharing is crucial for strengthening research integrity and outcomes, and for addressing complex problems. In cybersecurity research, data sharing can enable the development of new security measures, prediction of malicious attacks, and increased privacy. Understanding the landscape of data sharing and use in cybersecurity research can help to improve both the existing practices of data management and use and the outcomes of cybersecurity research. To this end, this study used methods of qualitative analysis and descriptive statistics to analyze 171 papers published between 2015 and 2019, their authors' characteristics, such as gender and professional title, and datasets' attributes, including their origin and public availability. The study found that more than half of the datasets in the sample (58%) and an even larger percentage of code in the papers (89%) were not publicly available. By offering an updated in-depth perspective on data practices in cybersecurity, including the role of authors, research methods, data sharing, and code availability, this study calls for the improvement of data management in cybersecurity research and for further collaboration in addressing the issues of cyberinfrastructure, policies, and citation and attribution standards in order to advance the quality and availability of data in this field.The dataset consists of four files:codebook.xlsx - the codebook of the study that contains coding categories, coding variables and their descriptions and specific codes developed to describe the data.publications.xlsx - metadata and coded content for 171 publications collected for the study.first authors.xlsx - metadata and coded content for first authors of the analyzed publications. Emails and web_links (links to CV or individual homepage) were removed for privacy reasons.datasets.xlsx - metadata and coded content for 387 unique datasets identified in the examined publications.<b>Suggested citation for the dataset:</b> Kouper, I. & Stone S. (2023). Cybersecurity research publications, authors, and datasets 2015-2019. [Figshare.] DOI: 10.6084/m9.figshare.24639387
DOI: 10.5281/zenodo.10366891
title: The impact of graphene composite surfaces in the architecture of cyanobacterial biofilms

description: Glass, epoxy resin and graphene nanoplatelet (GNP) composite were analyzed regarding wettability and roughness. Cyanobacterial biofilms from Lusitaniella coriacea LEGE 07157 were developed on these surfaces for seven weeks and under controlled hydrodynamic conditions. Biofilm wet weight, structural parameters (biofilm thickness, empty spaces, and average size of empty spaces) obtained from Optical Coherence Tomography (OCT), and biovolume and surface coverage obtained by Confocal Laser Scanning Microscopy (CLSM) were analyzed.
DOI: 10.5281/zenodo.10366890
title: The impact of graphene composite surfaces in the architecture of cyanobacterial biofilms

description: Glass, epoxy resin and graphene nanoplatelet (GNP) composite were analyzed regarding wettability and roughness. Cyanobacterial biofilms from Lusitaniella coriacea LEGE 07157 were developed on these surfaces for seven weeks and under controlled hydrodynamic conditions. Biofilm wet weight, structural parameters (biofilm thickness, empty spaces, and average size of empty spaces) obtained from Optical Coherence Tomography (OCT), and biovolume and surface coverage obtained by Confocal Laser Scanning Microscopy (CLSM) were analyzed.
DOI: 10.26071/ogsl-9acdc006-20cb
title: Oceanographic Campaigns in the Gaspé Current (September 1991, May 1992, August 1992 and June 1993)
title: Campagnes océanographiques dans le courant de Gaspé (Septembre 1991, Mai 1992, Août 1992 et Juin 1993)

description: CTD and ADCP data were acquired between 1991 and 1993 in the portion of the Gaspé Current between Les Méchins and Gros-Morne by researcher Pierre Larouche. These measurements are part of a study on the detection of coastal currents by remote sensing carried out by Larouche in 1996. More recently, this unique set of data allowed the master's student in oceanography, Théau Leclercq, to complete his research project concerning observations of upwellings and downwellings on the edge of the Gaspé Current, of which Pierre Larouche is the co-director. The in-situ data come from 4 expeditions carried out between 1991 and 1993. These expeditions enabled the acquisition of 12 transects of ADCP (Teledyne Workhorse Sentinel) data on which CTD stations are spread. Temperature, salinity, and pressure (T, S, P) data were acquired with a Guildline 8715 CTD. CTD profiles data from all missions underwent quality control, filtered with an 11-point median filter, and then averaged per meter. Some of these data are already archived at the Maurice Lamontagne Institute (CTD casts from the May 1992, August 1992 and June 1993 missions).
description: Des profils de salinité, de température, de profondeur ainsi que des transects de courants ont été acquis entre 1991 et 1993 dans la portion du courant de Gaspé comprise entre Les Méchins et Gros-Morne par le chercheur en océanographie Pierre Larouche. Ces mesures s'inscrivent dans le cadre d'une étude portant sur la détection des courants côtiers par télédétection réalisée par Larouche en 1996. Plus récemment, cet ensemble unique de données a permis à l'étudiant à la maîtrise en océanographie, Théau Leclercq, de compléter son projet de recherche sur la formation des remontées et des plongées des eaux en bordure du courant de Gaspé, dont Pierre Larouche est le codirecteur. Les données in-situ proviennent de 4 expéditions réalisées entre 1991 et 1993. Ces expéditions ont permis l’acquisition de 12 transects de données ADCP (Teledyne Workhorse Sentinel) sur lesquels sont réparties des stations CTD. Les données de température, de salinité, et de pression (T, S, P) ont été acquises avec une CTD Guildline 8715. Les données des profils CTD de toutes les missions ont subit un contrôle qualité, et ont été filtrées avec un filtre médian à 11 points puis moyennées au mètre. Une partie des données sont déjà archivées à l'Institut Maurice Lamontagne (les profils CTD des missions de mai 1992, août 1992 et juin 1993).
DOI: 10.57967/hf/1459
title: code-procedures-civiles-execution
DOI: 10.57967/hf/1460
title: code-propriete-intellectuelle
DOI: 10.57967/hf/1461
title: code-route
DOI: 10.6084/m9.figshare.22816556.v1
title: adcp_Sisal(21.27529,-90.051780W)

description: Current profile measurements off Sisal, Yucatan, Mexico (21.27529º N, -90.051780º W). The tidal signal was eliminated with a 48 hours Lanczos filter. The time is in UTC. Data was gathered and provided by the Physical Oceanography group of the Laboratory of Engineering and Coastal Processes (https://lipc.unam.mx/).
DOI: 10.5281/zenodo.10001435
title: Dados dos paises ponto de ruptura

description: Dados utlizados no calculo da proporção da população vacinada e obitos diarios de 18 países.
DOI: 10.5281/zenodo.8417070
title: Dados dos paises ponto de ruptura

description: Dados utlizados no calculo da proporção da população vacinada e obitos diarios de 18 países.
DOI: 10.5517/ccdc.csd.cc2h5grx
title: CCDC 2299169: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.cc2h5gsy
title: CCDC 2299170: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.cc2h5gtz
title: CCDC 2299171: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.cc2h5gv0
title: CCDC 2299172: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.cc2h5gw1
title: CCDC 2299173: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.cc2h5gx2
title: CCDC 2299174: Experimental Crystal Structure Determination

description: Related Article: Isabelle M. Jones, Gemma F. Turner, Kari Pitts, Rees Powell, Alan Riboldi-Tunnicliffe, Rachel Williamson, Stephanie Boer, Lauren Allen, Stephen A. Moggach|2023|CrystEngComm|25|6533|doi:10.1039/D3CE00979C
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.