cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25504/fairsharing.ee9a0c
title: FAIRsharing record for: Datathek
title: null

description: This FAIRsharing record describes:  The Data Library is a multidisciplinary repository for archiving and publishing research data generated by members of the Austrian Academy of Sciences (OeAW) or research in connection with activities of the Academy. The focus is on research data from subjects that do not yet have their own discipline-specific infrastructures for research data management.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.ef12cf
title: FAIRsharing record for: The National Archives
title: null

description: This FAIRsharing record describes:  The National Archives is the UK government's official archive and publisher. It preserves over 1,000 years of history, from medieval manuscripts to digital records, and provides guidance on information management while ensuring public access to national records.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.b8b8b8
title: FAIRsharing record for: Saskatchewan Conservation Data Centre
title: SKCDC

description: This FAIRsharing record describes:  SKCDC is a provincial centre that collects, standardizes, and shares data on wild species and ecological communities in Saskatchewan, Canada. It integrates observations from the public, researchers, and other sources to produce species lists, conservation rankings (local, national, global), and maps. Its mission is to support biodiversity conservation by providing accessible, high-quality information to inform planning, policy, and management.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.e8f037
title: FAIRsharing record for: CITF DATA PORTAL
title: null

description: This FAIRsharing record describes:  The COVID-19 Immunity Task Force Data Portal, run by McGill University, centralizes and standardizes individual-level epidemiological and immunological data from CITF-funded studies across Canada. It enables researchers to explore harmonized variables, submit requests for data access according to established policies, and track approved research projects. The portal supports investigations into SARS-CoV-2 infection history, vaccine effectiveness, immunity (both humoral and cellular), and related public health questions.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.d2b2c5
title: FAIRsharing record for: FAIR Metric - software - Software makes use of version control
title: FM - SOFT_VERS_CONTROL

description: This FAIRsharing record describes:  This indicator aims to determine if a software project uses version control
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.a2dd1a
title: FAIRsharing record for: FAIR Metric - software - Software provides tests
title: FM - SOFT_TESTS

description: This FAIRsharing record describes:  Evaluates the extent to which the software has been tested, including unit tests, integration tests, and system tests, to ensure reliability and correctness
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.e21286
title: FAIRsharing record for: Climate Hazards Center Data Archive
title: CHC Data Archive

description: This FAIRsharing record describes:  The Climate Hazards Center (CHC) supports integrated research focused on understanding, anticipating, preparing for, and responding to climate hazards, with regional foci on developing countries in Africa, South/Central America, and Asia, as well as the Western US. Three geographic domains— climate, hazards, and spatial methods—form the core competencies, or pillars, of the CHC. The CHC Data Archive stores the data generated by the CHC.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.b273ee
title: FAIRsharing record for: GeoPortal.rlp
title: null

description: This FAIRsharing record describes:  Geoportal RLP is Rhineland-Palatinate’s online spatial data infrastructure portal, offering access to map viewers, map layers, datasets (geographical, cadastral, environmental, etc.), and tools for exploring spatial information.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.0bd687
title: FAIRsharing record for: National 3D Data Repository
title: null

description: This FAIRsharing record describes:  The National 3D Data Repository is the preferred backup solution for 3D data produced in the context of projects in Higher Education and Research in Digital Humanities. It benefits from a secure backup environment for 3D data provided by Huma-Num. Its development and maintenance are ensured by Archeovision. Its specifications are the result of work carried out within the Consortium 3D SHS.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.da1198
title: FAIRsharing record for: The Nothobranchius furzeri Information Network
title: NFIN

description: This FAIRsharing record describes:  The Nothobranchius furzeri Information Network (NFIN) is a resource dedicated to the short-lived killifish Nothobranchius furzeri, a powerful vertebrate model for research on development and aging. The database hosts several types of data, including a high-quality draft genome of the inbred GRZ strain, genome-wide variation data from different natural and laboratory populations, and a transcriptome browser with annotated protein-coding genes. These datasets support studies on genetic diversity, lifespan, molecular mechanisms of aging, and comparative analyses with other fish models.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.6084/m9.figshare.28330232
title: seed data.xlsx

description: Premise: Multispecies invasions raise questions about the mechanisms enabling coexistence. Differences in regenerative niche requirements may reduce competition and facilitate coinvasion in related species with similar life forms, phenology, and habitat ranges. We expected closely related woody invaders to differ in germination phenology and seedling stress tolerance during early life stages.<br>Methods: We compared the regenerative niche requirements of four confamilial non‐native shrubs (Pyracantha angustifolia, Pyracantha atalantoides, Cotoneaster franchetii, and Cotoneaster glaucophyllus), using seeds from a single invaded site where they co‐occur in the Córdoba Mountains, Argentina. We evaluated germi- nation and seedling establishment using germination chambers and greenhouse conditions. We assessed germination responses to alternating temperatures, light sensitivity, seed mass, and dormancy, and seedling performance under varying light and water levels.<br>Results: While all species shared the same optimal germination temperature under an alternating regime of 25°C during the day and 15°C at night, they differed in seed mass, final germination percentage, germination temperature range and speed, and dormancy‐breaking treatments. High germination of P. angustifolia contrasted with seed dormancy of the other species. Seedlings varied in performance and functional traits related to resource acquisition and use. In stressful conditions, Cotoneaster species outperformed Pyracantha, especially under low light.<br>Conclusions: Differences in germination phenology and seedling tolerance to water stress and low light suggest potential niche differentiation across irradiance and water gradients. These interspecific differences among coinvasive species may influence establishment sites, leading to spatial segregation and facilitating coexistence in multispecies‐invaded ecosystems.<br>Simian D., Funes, Guillermo, Tecco, P. A., Ferreras, A. E., Venier, M. P., Marcora, P. I., Vercellino, B. R., Zeballos, S. R. 2025. Behind coexistence: The role of regenerative niche divergence in the invasion of multiple confamilial woody species. American Journal of Botany. 10.1002/ajb2.70134
DOI: 10.6084/m9.figshare.28330232.v2
title: seed data.xlsx

description: Premise: Multispecies invasions raise questions about the mechanisms enabling coexistence. Differences in regenerative niche requirements may reduce competition and facilitate coinvasion in related species with similar life forms, phenology, and habitat ranges. We expected closely related woody invaders to differ in germination phenology and seedling stress tolerance during early life stages.<br>Methods: We compared the regenerative niche requirements of four confamilial non‐native shrubs (Pyracantha angustifolia, Pyracantha atalantoides, Cotoneaster franchetii, and Cotoneaster glaucophyllus), using seeds from a single invaded site where they co‐occur in the Córdoba Mountains, Argentina. We evaluated germi- nation and seedling establishment using germination chambers and greenhouse conditions. We assessed germination responses to alternating temperatures, light sensitivity, seed mass, and dormancy, and seedling performance under varying light and water levels.<br>Results: While all species shared the same optimal germination temperature under an alternating regime of 25°C during the day and 15°C at night, they differed in seed mass, final germination percentage, germination temperature range and speed, and dormancy‐breaking treatments. High germination of P. angustifolia contrasted with seed dormancy of the other species. Seedlings varied in performance and functional traits related to resource acquisition and use. In stressful conditions, Cotoneaster species outperformed Pyracantha, especially under low light.<br>Conclusions: Differences in germination phenology and seedling tolerance to water stress and low light suggest potential niche differentiation across irradiance and water gradients. These interspecific differences among coinvasive species may influence establishment sites, leading to spatial segregation and facilitating coexistence in multispecies‐invaded ecosystems.<br>Simian D., Funes, Guillermo, Tecco, P. A., Ferreras, A. E., Venier, M. P., Marcora, P. I., Vercellino, B. R., Zeballos, S. R. 2025. Behind coexistence: The role of regenerative niche divergence in the invasion of multiple confamilial woody species. American Journal of Botany. 10.1002/ajb2.70134
DOI: 10.25504/fairsharing.65be4b
title: FAIRsharing record for: HELLANICUS Institutional Repository - University of the Aegean
title: null

description: This FAIRsharing record describes:  The Library HELLANICUS Institutional Repository of the University of the Aegean is a service for depositing digital documents which are produced by the Institution’s academic community as a result of its scientific and research activities and which, to a great extent, are not commercially available.

The main aim of the Hellanicus Institutional Repository is to collect, organize, publicize and maintain the scientific work of the members of the academic community in a way that ensures an easy and seamless access to it. Examples of this work include scientific articles - published or not - seminar lectures, textbooks, teaching material, dissertations and PhD theses, multimedia material and videotaped lectures.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.6084/m9.figshare.28330232.v1
title: seed data.xlsx

description: Multispecies invasions are widespread across ecosystems, habitats, and climates, highlighting the need for a better understanding of the dynamics of species co-invasion. We aimed to assess whether divergence in regenerative niche requirements underlies the co-invasion of related species. We are based on the assumption that species with similar life forms, phenologies, and habitat ranges may respond differently to environmental cues and resource variability during the early stages of their life cycles, thereby promoting coexistence.<br>
DOI: 10.25504/fairsharing.eb90bb
title: FAIRsharing record for: Earth Engine Data Catalog
title: null

description: This FAIRsharing record describes:  The Google Earth Engine Data Catalog is a repository of publicly-available Earth science raster and vector datasets that can be easily imported into Earth Engine for analysis. The catalog includes satellite imagery (e.g. Landsat, Sentinel), digital elevation models (DEMs), land cover and land use maps, climate reanalysis and forecast products, vegetation indices, and other environmental data layers. The datasets cover a wide variety of spatial and temporal resolutions, often with global or regional extent, and are useful for environmental monitoring, climate studies, land use change, and related applications.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.612d65
title: FAIRsharing record for: ILOSTAT
title: null

description: This FAIRsharing record describes:  The ILO Department of Statistics is the focal point to the United Nations on labour statistics. We develop international standards for better measurement of labour issues and enhanced international comparability; provide relevant, timely and comparable labour statistics; and help Member States develop and improve their labour statistics.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.25504/fairsharing.0ad681
title: FAIRsharing record for: Mutational data for protein solubility
title: SoluProtMutDB

description: This FAIRsharing record describes:  SoluProtMutDB is a comprehensive, manually curated database of the protein solubility data. Low protein solubility presents major challenges to industrial applications and is often reported to be behind many human diseases. Understanding how mutations affect protein solubility can therefore help elucidate the mechanisms associated with the development of human diseases and better utilize protein engineering in industrial applications. Multiple factors may play a role here: the presence of a chaperone or co-factor required for correct protein folding, unnatural physiological conditions such as high temperature, pH, or protein concentration, tendency of a protein to aggregate due to aggregation-prone regions, etc. The predictive power of the existing protein engineering tools is often compromised by limited experimental data available for rigorous training and testing of solubility predictions. The published data used for solubility prediction upon mutation are usually scattered in the literature and had to be collected manually. The goal of the SoluProtMut database is to collect the reported evidence of solubility changes upon mutations from published sources to guide future protein engineering effort in producing soluble protein variants. The database currently contains data previously used for training Machine Learning-based predictors, such as PON-Sol, CamSol, AGGRESCAN3D, OptSolMut, as well as recently published datasets. We are providing manually curated and reliable data in the standardized format which are pre-processed for machine learning applications.
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.5281/zenodo.17522081
title: Time-dependent behavior and modeling of drug particle depots in nonionic surfactant systems

description: The folder “Particle formation (Video).zip” contains video sequences showing particle formation in the presence of a nonionic surfactant (.mp4 files).

The folder “Diffusion Data.zip” contains diffusion data obtained from UVVis measurements (.csv and .bsk files).

The file “Data.xlsx” contains the raw data used for figure plotting.

The folder "SlowPulling-template.zip" contains files for performing slow pulling (steering) MD simulation of VAL molecule from/to KOL micelle.  Namely, simulation inputs (mdp), topology of KOL, VAL and water molecules, example of initial system configuration (gro, all ASCII), and index file with defined pulling groups.

The folder "UmbrellaSampling-template.zip" contains files to determine equilibrum free energy profile of single VAL dissociation from VAL-aggregate by performing Umbrella Sampling MD simulation. Namely, simulation inputs (mdp), topology of VAL and water molecules, series of initial system configuration at different separation distances (gro, all ASCII), and index file where the 2 groups are defined.The folder "T20-25-micelle.zip" contains files for performing MD simulation of Tween20 micelle formation. Namely, simulation inputs (mdp), topology of Tween20 and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "T80-50-micelle.zip" contains files for performing MD simulation of Tween80 micelle formation. Namely, simulation inputs (mdp), topology of Tween80 and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "KOL-50-micelle.zip" contains files for performing MD simulation of KOL micelle formation. Namely, simulation inputs (mdp), topology of KOL and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "VAL-8-precipitation.zip" contains files for performing MD simulation of VAL aggregate formation (VAL precipitation). Namely, simulation inputs (mdp), topology of VAL and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).The folder "VAL-8-dissolution-in-T20.zip" contains files for performing MD simulation of VAL aggregate dissolution in presence of Tween20 surfactant molecules. Namely, simulation inputs (mdp), topology of Tween20, VAL and water molecules, initial, intermediate and final system configuration (gro, all ASCII).
DOI: 10.5281/zenodo.17522082
title: Time-dependent behavior and modeling of drug particle depots in nonionic surfactant systems

description: The folder “Particle formation (Video).zip” contains video sequences showing particle formation in the presence of a nonionic surfactant (.mp4 files).

The folder “Diffusion Data.zip” contains diffusion data obtained from UVVis measurements (.csv and .bsk files).

The file “Data.xlsx” contains the raw data used for figure plotting.

The folder "SlowPulling-template.zip" contains files for performing slow pulling (steering) MD simulation of VAL molecule from/to KOL micelle.  Namely, simulation inputs (mdp), topology of KOL, VAL and water molecules, example of initial system configuration (gro, all ASCII), and index file with defined pulling groups.

The folder "UmbrellaSampling-template.zip" contains files to determine equilibrum free energy profile of single VAL dissociation from VAL-aggregate by performing Umbrella Sampling MD simulation. Namely, simulation inputs (mdp), topology of VAL and water molecules, series of initial system configuration at different separation distances (gro, all ASCII), and index file where the 2 groups are defined.The folder "T20-25-micelle.zip" contains files for performing MD simulation of Tween20 micelle formation. Namely, simulation inputs (mdp), topology of Tween20 and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "T80-50-micelle.zip" contains files for performing MD simulation of Tween80 micelle formation. Namely, simulation inputs (mdp), topology of Tween80 and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "KOL-50-micelle.zip" contains files for performing MD simulation of KOL micelle formation. Namely, simulation inputs (mdp), topology of KOL and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).

The folder "VAL-8-precipitation.zip" contains files for performing MD simulation of VAL aggregate formation (VAL precipitation). Namely, simulation inputs (mdp), topology of VAL and water molecules, initial and final system configuration (gro, all ASCII), and several representative frames of MD trajectory (binary xtc file).The folder "VAL-8-dissolution-in-T20.zip" contains files for performing MD simulation of VAL aggregate dissolution in presence of Tween20 surfactant molecules. Namely, simulation inputs (mdp), topology of Tween20, VAL and water molecules, initial, intermediate and final system configuration (gro, all ASCII).