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Journal articles on the topic 'Zenodo repository'

Author: Grafiati

Published: 5 June 2025

Last updated: 1 August 2025

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1

Ioannidis-Pantopikos, Alexandros, and Donat Agosti. "Biodiversity Literature Repository: Building the customized FAIR repository by using custom metadata." Biodiversity Information Science and Standards 5 (September 14, 2021): e75147. https://doi.org/10.3897/biss.5.75147.

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In the landscape of general-purpose repositories, <u>Zenodo</u> was built at the European Laboratory for Particle Physics' (<u>CERN</u>) data center to facilitate the sharing and preservation of the long tail of research across all disciplines and scientific domains. Given Zenodo's long tradition of making research artifacts <u>FAIR</u> (Findable, Accessible, Interoperable, and Reusable), there are still challenges in applying these principles effectively when serving the needs of specific research domains.<u>Plazi</u>'s biodiversity taxonomic literature processing pipeline liberates data from

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2

Dr., B. S. Padval, and B. Thakare Yogesh. "Institutional Repository." International Journal of Advance and Applied Research 10, no. 1 (2022): 323 to 330. https://doi.org/10.5281/zenodo.7192349.

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<em>One of the leading objectives of the libraries is to provide the latest and timely information to its clientele and keep them updated with the new arrivals related to their subject areas. Institutional Repository (IR) disseminates rich source of digitized materials drafted and published by learned societies. Institutional repositories are emerged as a new strategy to allow institutions to accelerate in scholarly communication through digital content. (IR) disseminates and preserve the institutional research output to every user at one place. Institutional Repository (IR) is a new breed whi

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3

Nielsen, Lars Holm, Jose Benito Gonzalez Lopez, Tim Smith, and Alex Ioannidis. "Zenodo data repository: Providing practical solutions for data storage and data sharing." Regulatory Affairs Watch 4, no. 7 (2022): 25–27. http://dx.doi.org/10.54920/scto.2022.rawatch.7.25.

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Properly managing, preserving, and sharing data can be a daunting task, especially for busy researchers who are constantly confronted with new tasks and requirements from funders and their institutions. Zenodo is a general-purpose data repository that enables researchers, scientists, project managers, and institutions to share, preserve, and showcase multidisciplinary research results (data, software, publications, and other research objects) that are outside the scope of existing institutional or subject-based repositories. Based in the trustworthy CERN data centre, Zenodo is a service provid

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Atasi, Sinhababu, Gakhar Heenam, and Chakravarty Rupak. "Building Digital Repositories with the Open- Source Software Invenio: Use of SaaS Model Zenodo." International Journal of Information Studies & Libraries 7, no. 1 January - June 2022 (2022): 1–12. https://doi.org/10.5281/zenodo.7123706.

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Owing to the prevailing ‘unfair’ digital divide, libraries worldwide are unable to build and manage institutional repositories for preserving and sharing the research output of academia. This paper evaluates and demonstrates how libraries can practically harness the completely free SaaS service model based on public cloud deployment model infrastructure to fill this divide and achieve the larger goal of open science. The paper highlights the process and steps of using Zenodo, a FREE and OPEN platform, powered by Invenio (Free Open-Source Software) RDM infrastructure, to establish a

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Cornwell, Peter. "Progress with Repository-based Annotation Infrastructure for Biodiversity Applications." Biodiversity Information Science and Standards 7 (September 14, 2023): e112707. https://doi.org/10.3897/biss.7.112707.

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Rapid development since the 1980s of technologies for analysing texts, has led not only to widespread employment of text 'mining', but also to now-pervasive large language model artificial intelligence (AI) applications. However, building new, concise, data resources from historic, as well as contemporary scientific literature, which can be employed efficiently at scale by automation and which have long-term value for the research community, has proved more elusive.Efforts at codifying analyses, such as the Text Encoding Initiative (TEI), date from the early 1990s and were initially driven by

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6

Dillen, Mathias, Quentin Groom, Donat Agosti, and Lars Nielsen. "Zenodo, an Archive and Publishing Repository: A tale of two herbarium specimen pilot projects." Biodiversity Information Science and Standards 3 (June 18, 2019): e37080. https://doi.org/10.3897/biss.3.37080.

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Zenodo (https://zenodo.org) is an open-access repository operated by CERN (European Organization for Nuclear Research), which provides researchers with an easy and stable platform to archive and publish their data and other output, such as software tools, manuals and project reports. In the context of the ICEDIG (Innovation and Consolidation for Large scale Digitisation of Natural Heritage) project, Zenodo was investigated for its usability as a platform where digitized images of collection specimens could be archived and published. In a production digitization pipeline, we foresee the automat

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7

Jay, F. Falagne. "Exhibit Repository System for Accreditation." Journal of Education and Technology Management 1, no. 1 (2018): 12–17. https://doi.org/10.5281/zenodo.2813480.

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The study aimed to develop an Exhibit Repository System for Accreditation (ERSA) that will serve as repository and manage digital documents for accreditation patterned to the parameters set by the Accrediting Agency of Chartered Colleges and Universities in the Philippines (AACCUP). The system was tested for its: (1) functional document and exhibits management for accreditation with two-factor authentication in wired and wireless network; (2) acceptability and user-friendly graphical user interfaces; (3) software quality; (4) performance in terms of functionality, performance efficiency, compa

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8

Jane, Wangari Wakarindi. "Kenyan Universities' Research: Repository Annex." International Journal of Recent Research in Mathematics Computer Science and Information Technology 10, no. 2 (2023): 20–29. https://doi.org/10.5281/zenodo.10411055.

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<strong>Abstract:</strong> This paper examines how research carried out in Kenyan Universities is safeguarded and disseminated. It highlights the challenges of sharing research information by the faculty in different universities in Kenya. Often, research in universities is contained and controlled within the individual universities with little sharing to the public outside the given universities. The problem is aggravated by the fact that few universities have repository centres and even where such exist the data is not in open access (OA), thus reducing exposure of the research to the world

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9

Agosti, Donat, Terry Catapano, Guido Sautter, et al. "Biodiversity Literature Repository (BLR), a repository for FAIR data and publications." Biodiversity Information Science and Standards 3 (June 19, 2019): e37197. https://doi.org/10.3897/biss.3.37197.

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Scholarly publications in taxonomy are used as the sole carrier of the communication channel to publicize the description of new species, more generally any kind of taxon, their augmentations in form of re-descriptions to small notes such as additional observation records, or deprecations when the name of a taxon is changing. This is communicated in a highly standardized way. For nomenclatural issues, the Codes (e.g. International Code of Zoological Nomenclature) require certain elements, and for comparative reasons, highly formalized language, document structure, illustrations and citation sy

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10

Hassan, Daiyabu, Shuaibu Babawuro, and Olarewaju Dauda Musa. "DESIGN, IMPLEMENTATION AND UTILIZATION OF DIGITAL REPOSITORY SYSTEM FOR STUDENTS OF DEPARTMENT OF SCIENCE EDUCATION, ATBU BAUCHI." Vunoklang Multidisciplinary Journal of Science and Technology Education 11, no. 2 (2023): 79–88. https://doi.org/10.5281/zenodo.8217772.

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<em>The study is design, implementation and utilization of a digital repository system for students in the Department of Science Education at ATBU Bauchi. During design and implementation, application development tools such as HTML, PHP, and CSS were used, and the digital repository system was hosted online at (https://www.atbudserepository.com.ng). The study is guided by four specific objectives and four research questions. A survey design was adopted for the study. The population of the study comprised 1,678 students of Department of Science Education, Faculty of Technology Education, ATBU B

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11

Temmer, Manuela, Mateja Dumbovic, Karmen Martinić, et al. "Comparative analysis of two episodes of strongly geoeffective CME events in November and December 2023." Astronomy and Astrophysics 695 (January 21, 2025): A58. https://doi.org/10.5281/zenodo.14717100.

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12

Goicoechea, Noemí, Darrel Frost, la Riva Ignacio De, et al. "Molecular systematics of teioid lizards (Teioidea/Gymnophthalmoidea: Squamata) based on the analysis of 48 loci under tree-alignment and similarity-alignment." Cladistics 32, no. 6 (2017): 624–71. https://doi.org/10.1111/cla.12150.

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13

Motta, Ana Paula, Juan Carlos Chaparro, Jr. José P. Pombal, Juan Guayasamin, la Riva Ignacio De, and Jose Padial. "Molecular Phylogenetics and Taxonomy of the Andean Genus Lynchius Hedges, Heinicke, and Duellman (Anura: Craugastoridae)." Herpetological Monographs 30 (December 6, 2016): 119–43. https://doi.org/10.1655/HERPMONOGRAPHS-D-16-00002.

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This is the accepted version of the article published in Herpetological Monographs. This document has been made available in Zenodo (a Non-Commercial Repository) following the publisher’s policy.

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14

Ioannidis-Pantopikos, Alexandros, and Donat Agosti. "Biodiversity Literature Repository: Building the customized FAIR repository by using custom metadata." Biodiversity Information Science and Standards 5 (September 14, 2021). http://dx.doi.org/10.3897/biss.5.75147.

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In the landscape of general-purpose repositories, Zenodo was built at the European Laboratory for Particle Physics' (CERN) data center to facilitate the sharing and preservation of the long tail of research across all disciplines and scientific domains. Given Zenodo’s long tradition of making research artifacts FAIR (Findable, Accessible, Interoperable, and Reusable), there are still challenges in applying these principles effectively when serving the needs of specific research domains. Plazi’s biodiversity taxonomic literature processing pipeline liberates data from publications, making it FA

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15

Francesca. "repository." December 12, 2022. https://doi.org/10.5281/zenodo.7430279.

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Francesca, Manni. "Repository." December 16, 2022. https://doi.org/10.5281/zenodo.7447331.

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Repository of the Francesca Manni thesis degree in Astronomy and Astrophysics, 2022/2023. This archive contains the Retrieval data of orbits 1 (North and South pole), 4, 7, 8, and 26 orbits (South pole). The files contain the following parameters: Spectrum number, Name of the analyzed file, Latitude, Longitude, Solar Zenith angle, χ^2, Column density of CH_4, Error on the Column Density of  CH_4, Temperature of the CH_4, Error on the Temperature of  CH_4, Column Density on H_3^+, Error on the Column Density of H_3^+, Temperature of H_3^+, Error on the Temperature of H_3^+. Read w

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Francesca, Manni. "Repository." December 16, 2022. https://doi.org/10.5281/zenodo.7447362.

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Repository of the Francesca Manni thesis degree in Astronomy and Astrophysics, 2022/2023. This archive contains the Retrieval data of the orbits 1 (North and South pole), 4, 7, 8, and 26 orbits (South pole). The files contain the following parameters: Spectrum number, Name of the analyzed file, Latitude, Longitude, Solar Zenith angle, χ^2, Column density of CH_4, Error on the Column Density of  CH_4, Temperature of the CH_4, Error on the Temperature of  CH_4, Column Density on H_3^+, Error on the Column Density of H_3^+, Temperature of H_3^+, Error on the Temperature of H_3^+. Re

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anonymous. "Test repository." April 10, 2023. https://doi.org/10.5281/zenodo.7812312.

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Hillary, Corbett. "Choosing Repository." March 2, 2017. https://doi.org/10.5281/zenodo.345180.

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Souza, Danusa Mayara de, Marcos Welby Correa Silva, and Victor Cezar Tocantins de Souza. "VVCSEM repository." May 21, 2022. https://doi.org/10.5281/zenodo.6569907.

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When it comes to electrical and electromagnetic computational modeling, the difficulties are the mathematical formulations that describe the events that one wants to represent/analyze, as well as the field behavior, its components in different media, and, mainly, transient behavior in the field measurements. Thus, a number of professionals and even companies dedicated and dedicated their research to the development and improvement of codes in different languages and platforms. The present data brings an open-source Java code of three-dimensional (3D) VVCSEM modeling built-in COMSOL M

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21

Amina, Wagner. "Transparency Repository." July 15, 2022. https://doi.org/10.5281/zenodo.6838026.

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22

Database. "Personal Repository." January 27, 2022. https://doi.org/10.5281/zenodo.5910084.

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23

Chen, Yinghui, Yunxin Xu, Di Liu, Yaoguang Xing, and Haipeng Gong. "SPIRED-Fitness: an end-to-end framework for the prediction of protein structure and fitness from single sequence." June 5, 2024. https://doi.org/10.1101/2024.01.31.578102.

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24

Rasool, Saghaleyni. "Transcriptome analysis of EPO- and GFP-producing HEK293 Cell-lines." August 27, 2020. https://doi.org/10.5281/zenodo.4004264.

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Here we deposited accessory data files used for the analyses available in the GitHub repository:  https://github.com/SysBioChalmers/EPO_GFP In order to run the analysis scripts found within the GitHub repository, the files from this Zenodo repository should be extracted and added to the /data subdirectory in the EPO_GFP directory on your local machine.

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25

Vuillaume, Thomas, Mohammad Al-Turany, Matthias Füßling, et al. "The ESCAPE Open-source Software and Service Repository." Open Research Europe, November 14, 2023. https://doi.org/10.12688/openreseurope.15692.2.

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The ESCAPE (European Science Cluster of Astronomy & Particle physics ESFRI research infrastructures) Open-source Software and Service Repository (OSSR) is a place where scientists can find and download software and services they need for their work in astronomy, astroparticle physics, and particle physics. This repository is updated regularly and maintained by a group of experts to make sure that the software is reliable and open-source to maximize its reuse. The software available on the repository must come with instructions and follow good software development practices. The OSSR provid

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Vuillaume, Thomas, Mohammad Al-Turany, Matthias Füßling, et al. "The ESCAPE Open-source Software and Service Repository." Open Research Europe, March 13, 2023. https://doi.org/10.12688/openreseurope.15692.1.

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Purpose: The purpose of the ESCAPE Open-source Software and Service Repository (OSSR) is to provide a central location for the dissemination and use of trusted open-source software in the fields of astronomy, astroparticle physics, and particle physics.The repository allows users to easily access and download tools and services developed within the community, and to contribute their own tools and services. Methods: The ESCAPE project has set up a curated repository of software that provides tools and an environment to make it easy for users to find and download the software and services that t

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George, Nicholson, Morgan Hugh, Ganjgahi Habib, D. M. Brown Steve, Mallon Ann-Marie, and Holmes Chris. "Multivariate phenotype analysis enables genome-wide inference of mammalian gene function." June 15, 2022. https://doi.org/10.5281/zenodo.6644193.

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Analysis outputs for generating figures and tables using the code in the following Github repository: https://github.com/georgenicholson/multivariate_phenotype_data_and_code See the README.md file in that repository for where to unzip this Zenodo download, and how to generate figures adn tables

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de, Carvalho Bueno. "Interwave Analyzer - manuscript repository." November 9, 2020. https://doi.org/10.5281/zenodo.4264598.

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This repository contains codes and input data used in manuscript submitted in <em>Environmental Modelling and Software</em> under the title <strong>Internal wave analyzer for thermally stratified lakes</strong> by de Carvalho Bueno, Bleninger,and Lorke. For more information about the Interwave Analyzer, user manual, and pre-compiled version (executable version), visit https://sites.google.com/view/interwaveanalyzer/interwave-analyzer

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Muller, Arnaud. "Endurcrete project_Project repository journal." April 28, 2020. https://doi.org/10.5281/zenodo.3784195.

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Micera, Silvestro. "TNE Lab Publications Repository." April 8, 2024. https://doi.org/10.5281/zenodo.10944547.

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Given the strong push for open science, our lab wants to provide the full text of its recent published papers in this repository. Translational Neural Engineering (TNE) Lab - EPFL PI: Prof. Silvestro Micera email: silvestro.micera@epfl.ch

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31

Reales, Guillermo, and Chris Wallace. "Sharing GWAS summary statistics results in more citations - Extended search code." January 9, 2023. https://doi.org/10.5281/zenodo.7516709.

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<strong>Data and code supporting "Sharing GWAS summary statistics results in more citations" - Extended search</strong> This Zenodo repository contains the code used to identify publications that shared GWAS summary data outside of GWAS catalog, part of the analyses performed in <em>Sharing GWAS summary statistics results in more citations</em> paper, currently accepted at <em>Communications Biology</em> and available as a preprint on bioRxiv! To run this code, do rake retrieve_data # gets all the full text available rake get_available # identifies papers wit

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Dillen, Mathias, Quentin Groom, Donat Agosti, and Lars Nielsen. "Zenodo, an Archive and Publishing Repository: A tale of two herbarium specimen pilot projects." Biodiversity Information Science and Standards 3 (June 18, 2019). http://dx.doi.org/10.3897/biss.3.37080.

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Zenodo (https://zenodo.org) is an open-access repository operated by CERN (European Organization for Nuclear Research), which provides researchers with an easy and stable platform to archive and publish their data and other output, such as software tools, manuals and project reports. In the context of the ICEDIG (Innovation and Consolidation for Large scale Digitisation of Natural Heritage) project, Zenodo was investigated for its usability as a platform where digitized images of collection specimens could be archived and published. In a production digitization pipeline, we foresee the automat

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Denaro, Giovanni, Rahim Heydarov, Ali Mohebbi, and Mauro Pezze. "PREVENT: A Semi-Supervised Approach to Predict Software Failures in Production new." February 17, 2022. https://doi.org/10.5281/zenodo.6120512.

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This repository provides the replication package of the "PREVENT: A Semi-Supervised Approach to Predict Software Failures in Production" paper.   This repository provides the replication package of the "PREVENT: A Semi-Supervised Approach to Predict Software Failures in Production" paper. This repository provides the replication package of the "PREVENT: A Semi-Supervised Approach to Predict Software Failures in Production" paper. This repository provides the replication package of the "PREVENT: A Semi-Supervised Approach to Predict So

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Green, Jon, Will Hobbs, Stefan McCabe, and David Lazer. "Online Engagement with 2020 Election Misinformation and Turnout in the 2021 Georgia Runoff Election." July 27, 2022. https://doi.org/10.5281/zenodo.6915203.

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This archive contains code needed to replicate "Online Engagement with 2020 Election Misinformation and Turnout in the 2021 Georgia Runoff Election." Due to data-use agreements and privacy concerns, not all data in the open-access repository. There is also a restricted-access repository (10.5281/zenodo.6915662) containing more data.

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Nauck, Christian, Lindner Michael, Schürholt Konstantin, and Hellmann Frank. "Paper Companion: Toward Dynamic Stability Assessment of Power Grid Topologies using Graph Neural Networks." August 1, 2023. https://doi.org/10.5281/zenodo.8205284.

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This is the paper companion to the paper: Toward Dynamic Stability Assessment of Power Grid Topologies using Graph Neural Networks. DOI of paper: https://doi.org/10.1063/5.0160915 Corresponding GitHub repository: https://github.com/PIK-ICoNe/dynamic_stability_datasets_gnn_paper-companion The datasets can be found at the following repository: https://doi.org/10.5281/zenodo.8205284    

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Zinzindohoué, Coffi Gérard Franck ;. Fiedler Björn ;. Schoening Timm ;. Lima Estanislau Baptista. "Source file repository PlasPi TDM." January 16, 2023. https://doi.org/10.5281/zenodo.7539553.

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Rotolino93. "SebaSchuetz/DEMETO_Dryer: DEMETO - Dryer - Repository." March 3, 2023. https://doi.org/10.5281/zenodo.7694803.

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Javier, Blasco, Alvarez-Solas Jorge, Robinson Alexander, and Montoya Marisa. "LGM AIS from PMIP3 repository." January 31, 2020. https://doi.org/10.5281/zenodo.4139169.

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Simulated Antarctic Ice Sheet outputs for the scientific article "Exploring the impact of atmospheric forcing and basal drag on the Antarctic ice sheet under Last Glacial Maximum conditions".

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Frøssing, Laurits. "Online repository Cluster research letter." April 29, 2025. https://doi.org/10.5281/zenodo.15302459.

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Onodera, Tatsuhiro, and Martin Stein. "Data repository of arXiv:2402.17750." May 21, 2025. https://doi.org/10.5281/zenodo.15478122.

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This repository contains information necessary to reproduce the results of arXiv:2402.17750. The repository contains both the data required to generate the figures of the main manuscript and the supplemental material, as well as python source code for running the experiments conducted in the paper.   Requirements Before attempting to execute the code, please ensure that the correct versions of all packages specified in "environment.yml" are installed. When using anaconda, the easiest way is to download the environment.yml file and execute conda env create -f environment.yml in an anaconda

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Olah, Data Semarang. "Sharing Info Akun Student Turnitin No Repository Terbaru (New)." November 25, 2019. https://doi.org/10.5281/zenodo.3552407.

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Agosti, Donat, Terry Catapano, Guido Sautter, et al. "Biodiversity Literature Repository (BLR), a repository for FAIR data and publications." Biodiversity Information Science and Standards 3 (June 19, 2019). http://dx.doi.org/10.3897/biss.3.37197.

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Scholarly publications in taxonomy are used as the sole carrier of the communication channel to publicize the description of new species, more generally any kind of taxon, their augmentations in form of re-descriptions to small notes such as additional observation records, or deprecations when the name of a taxon is changing. This is communicated in a highly standardized way. For nomenclatural issues, the Codes (e.g. International Code of Zoological Nomenclature) require certain elements, and for comparative reasons, highly formalized language, document structure, illustrations and citation sy

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Smith, Michael L., Jacob D. Davidson, Benjamin Wild, David M. Dormagen, Tim Landgraf, and Iain D. Couzin. "Honeybee lifetime tracking data 2019 - queen." August 1, 2023. https://doi.org/10.5281/zenodo.8171254.

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Data from barcode-based tracking of honeybees during summer of 2019, taken in an observation hive located at University of Konstanz, Germany.  This repository includes only data from the queen, which was not included in the original repository. The data format is the same as used in the worker bee data repository - see this repository for file format information:  Data repository with data from all worker bees during summer 2019 , and associated data usage example on Github See also table of experiments and manipulations performed. Associated GitHub repo

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Wang, Zihao, Teng Zhou, and Kai Sundmacher. "Data-driven integrated design of solvents and extractive distillation processes." September 7, 2023. https://doi.org/10.5281/zenodo.7858429.

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This repository contains the data for the article published in the AIChE Journal: Data-driven integrated design of solvents and extractive distillation processes. It is also a supplementary repository for the main repository at https://github.com/zwang1995/data-driven-CAMPD.

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Toro, Tamayo Luis Carlos. "Repositorio visual de memorias: una alternativa tecnológica para ver y entender el conflicto en colombia." July 3, 2017. https://doi.org/10.5281/zenodo.4294055.

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Resumen Mediante la construcción de un repositorio digital capaz de contener las memorias visuales que se han producido en Colombia relacionadas con el conflicto y las violaciones a los derechos humanos, el presente artículo, que es derivado del proyecto de investigación Atlas Visual de la Memoria: Repositorio Digital de Memorias (segunda fase), de la línea Memoria y Sociedad del Grupo de Investigación en Información, Conocimiento y Sociedad de la Universidad de Antioquia - Colombia, busca indagar en formas alternativas de representación del con

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Toro, Tamayo Luis Carlos. "Repositorio visual de memorias: Una alternativa tecnológica para ver y entender el conflicto en Colombia." July 3, 2017. https://doi.org/10.5281/zenodo.4297244.

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Resumen Mediante la construcción de un repositorio digital capaz de contener las memorias visuales que se han producido en Colombia relacionadas con el conflicto y las violaciones a los derechos humanos, el presente artículo, que es derivado del proyecto de investigación Atlas Visual de la Memoria: Repositorio Digital de Memorias (segunda fase), de la línea Memoria y Sociedad del Grupo de Investigación en Información, Conocimiento y Sociedad de la Universidad de Antioquia - Colombia, busca indagar en formas alternativas de representación del con

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Andrea, Domenico, Marinela, et al. ""CLINICAL AND PARACLINICAL INDICATORS OF MOTOR SYSTEM IMPAIRMENT IN HEREDITARY SPASTIC PARAPLEGIA: A PILOT STUDY.”." December 15, 2015. https://doi.org/10.5281/zenodo.35381.

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Wang, Zihao, Teng Zhou, and Kai Sundmacher. "Interpretable machine learning for accelerating the discovery of metal-organic frameworks for ethane/ethylene separation." April 30, 2022. https://doi.org/10.5281/zenodo.6782989.

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This repository contains the data for the article published in the Chemical Engineering Journal: Interpretable machine learning for accelerating the discovery of metal-organic frameworks for ethane/ethylene separation. It is also a supplementary repository for the main repository at https://github.com/zwang1995/IML-MOF.

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Josephine, Yates, Schaufelberger Helen, Steinacher Roland, Schär Primo, Boeva Valentina, and Truninger Kaspar. "DNA methylation variability in the normal cecal mucosa of patients with adenomatous polyps as a marker of early field cancerization." September 11, 2023. https://doi.org/10.5281/zenodo.8320030.

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Abstract:

Data accompanying the manuscript "DNA methylation variability in the normal cecal mucosa of patients with adenomatous polyps as a marker of early field cancerization".  A detailed description of the files contained in the Zenodo repository are included in the Zip file. Briefly, this repository contains all data necessary to reproduce the analysis, e.g., clinical data, and intermediate outputs of the analysis, e.g., the discovered aDVMCs, except for the molecular data available on EGA. 

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Helldorff, Karoline. "Test KH upload to repositories." December 4, 2020. https://doi.org/10.5281/zenodo.4305734.

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