Here you can find a list of all NFDI4Biodiversity training resources. You can find more training resources on research data management on DALIA, TeSS, or OERSI.
Are you working for NFDI4Biodiversity and prepared training resources? Please fill in this metadata form provided by OERSI and send the resulting YAML (and JSON) files as .txt-files to training@gfbio.org.
Do you want to add your training resources on aspects of research data management for biodiversity data but you are not part of NFDI4Biodiversity? Please annotate your materials in the DALIA Inter Change Format (DIF v1.3, https://doi.org/10.5281/zenodo.11521029). Then we can add your resources to our curated list of external resources! Please consider submitting to DALIA directly. We can then add your resources to our list of recommended training materials.
| Author(s) | Publication Year | Title | Language | Item Type | License | Link |
|---|---|---|---|---|---|---|
| Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri | 2024 | VAT documentation | en | text * code * image | link | |
| Botanic Garden and Botanical Museum Berlin | 2025 | OpenRefine Training Dataset based on a subset of the BGBM Herbarium | en | text | CC BY 4.0 | link |
| Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin | 2024 | Network centrality indices for freshwater fish species | en | code | link | |
| Dümpelmann, Henri | 2024 | Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfacht | de | video | link | |
| Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ) | 2025 | Exploring Spatial and Biodiversity Data with Python and JupyterLab | en | multipart | CC BY 4.0 | link |
| Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ); Dworczyk, Claudia; Dunkel, Alexander; Della Chiesa, Stefano | 2025 | Replication Package for: Exploring Spatial and Biodiversity Data with Python and JupyterLab: Release version v1.8.0 | en | text | CC BY 4.0 | link |
| Engel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes | 2025 | NFDI4Biodiversity & iDiv Seasonal School 2024 - Playlist | en | video | link | |
| Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc | 2025 | Publish Biodiversity Data: The GFBio Data Submission and Brokerage Service | en | presentation | CC BY 4.0 | link |
| Engel, Judith; Pauli, Matthias | 2025 | Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEA | en | video | CC BY 3.0 | link |
| Fichtmueller, David | 2025 | OpenRefine - Hands On | de | presentation | CC BY 4.0 | link |
| Figueiredo, Ludmilla | 2025 | Publishing your (R) workflow: How to get started and where to go next | en | video | CC BY 3.0 | link |
| Figueiredo, Ludmilla | 2024 | ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter School | en | code | CC BY 4.0 | link |
| Figueiredo, Ludmilla | 2024 | Publishing your (R) workflow: How to get started and where to go next | en | presentation | CC BY 4.0 | link |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2023 | NFDI4Biodiversity Self-Study Unit - Research Data Management for Biodiversity Data | en | text | CC BY 4.0 | link |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2025 | NFDI4Biodiversity Self-Paced Online Course - Research Data Management for Biodiversity Data | en | multipart | CC BY-SA 4.0 | link |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2024 | Research Data Management for Biodiversity Data | en | multipart | CC BY-SA 4.0 | link |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2023 | Research Data Management for Biodiversity Data | en | text * image * code | CC BY-SA 4.0 | link |
| Fitjer, Sören | 2022 | Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio] | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 9 - Checking assumptions of the Linear Model in R Residual plot | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 2 - Introduction to the Linear Model | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 11 - Checking assumptions of the Linear Model in R Outliers | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 5 - Distribution of least squares estimates in the Linear Model | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 7 - Fitting a Linear Model in R Example 1 | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 8 - Fitting a Linear Model in R Example 2 | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 10 - Checking assumptions of the Linear Model in R QQ plot | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 6 - Inferences about parameters in the Linear Model | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 1 - The Normal distribution | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 4 - Parameter estimation in the Linear Model | en | video | CC BY 3.0 | link |
| Fitjer, Sören | 2022 | Linear models 3 - Fitting a Linear Model | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2022 | Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio] | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2021 | Data preparation - Tidy Data part 2 | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2022 | Importing Data into R Structuring and summarizing Data - Tidy Data 4 | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2021 | Importing data in R - Tidy Data part 3 | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2021 | Introduction to Tidy data - Tidy Data part 1 | en | video | CC BY 3.0 | link |
| Gerber, Nina | 2022 | Data Science for Ecologists in R - TidyData | en | code | link | |
| GFBio; Gerber, Nina; Fitjer, Sören | 2022 | Data Science 4 Ecologists in R | en | video | CC BY 3.0 | link |
| Grenié, Matthias | 2022 | Taxonomic Harmonization | en | video | CC BY 3.0 | link |
| Grenié, Matthias | 2022 | Taxonomic Harmonization: a problem you didn't know you had! | en | text | CC BY 4.0 | link |
| Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel | 2024 | Episode 4 - Institutionelle Perspektive | de | audio | CC BY-SA 4.0 | link |
| Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel | 2024 | Podcast Rechstdschungel | de | multipart | CC BY-SA 4.0 | link |
| Grünberger, Tom; GFBio - Gesellschaft für Biologische Daten e.V.; Gesellschaft für Ichthyologie e.V. | 2025 | Veröffentlichung und Nachnutzung von Artvorkommensdaten am Beispiel der Gesellschaft für Ichthyologie e.V. | de | text | CC BY 4.0 | link |
| Hartman Scholz, Amber | 2023 | "Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022 | en | video | CC BY 3.0 | link |
| Hartman Scholz, Amber | 2025 | What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD? | en | presentation | CC BY 4.0 | link |
| Henrich, Jonathan | 2023 | Code for Data Science 4 Ecologists in R: The Linear Model | en | code | link | |
| Jansen, Florian | 2023 | Beispielanwendung Deutschlandflora NetPhyD API | de | code | link | |
| Jordan, Sabrina | 2025 | Introduction to Research Data Management | en | presentation | CC BY 4.0 | link |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and Limitations | en | video | CC BY 3.0 | link |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 1 - Introduction and Model Framework | en | video | CC BY 3.0 | link |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and Transformations | en | video | CC BY 3.0 | link |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R - Playlist | en | video | CC BY 3.0 | link |
| Karam, Naouel; Tschink, Daniel | 2024 | BiodivPortal - A Terminology Repository and Service for Biodiversity | en | video | CC BY 3.0 | link |
| Kipker, Dennis-Kenji | 2022 | Legal Aspects | en | video | CC BY 3.0 | link |
| Kipker, Dennis-Kenji | 2022 | Legal framework of research data management with special focus on copyright law and data protection law | en | text | CC BY 4.0 | link |
| Köpke, Robert | 2024 | Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählen | de | video | CC BY 3.0 | link |
| Kostadinov, Ivaylo | 2025 | Basics of Data Management Planning | en | video | CC BY 3.0 | link |
| Kostadinov, Ivaylo | 2025 | Data Management and Data Literacy in Biodiversity and Environmental Sciences | en | video | CC BY 3.0 | link |
| Kostadinov, Ivaylo; Linares, Jimena | 2022 | Data Management and Data Literacy | en | video | CC BY 3.0 | link |
| Kostadinov, Ivaylo; Linares, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael | 2022 | Winter School Lectures - Playlist | en | video | CC BY 3.0 | link |
| Kostadinov, Ivaylo; Tschink, Daniel | 2023 | Data Management and Data Literacy | en | presentation | CC BY 4.0 | link |
| Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena | 2025 | Data Management and Data Literacy | en | presentation | CC BY 4.0 | link |
| Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena | 2025 | Data Management and Data Literacy | en | presentation | CC BY 4.0 | link |
| Kusch, Erik | 2025 | Investigating biodiversity data using open-access databases | en | video | CC BY 3.0 | link |
| Kusch, Erik | 2024 | Investigating Biodiversity Data Using Open-Access Databases | en | presentation | CC BY 4.0 | link |
| Kusch, Erik | 2025 | Investigating Biodiversity Data Using Open-Access Databases | en | presentation | CC BY 4.0 | link |
| Kusch, Erik | 2024 | NFDI4Biodiversity Seasonal School | en | text * code * image | link | |
| Leibniz-Institut DSMZ | 2023 | Playlist BacDive Tutorials | en | video | CC BY 3.0 | link |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API R Package | en | video | CC BY 3.0 | link |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API Introduction | en | video | CC BY 3.0 | link |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API Python Package | en | video | CC BY 3.0 | link |
| Leibniz-Institut DSMZ | 2024 | StrainInfo, MediaDive and BacDive - Web services online workshop | en | video | CC BY 3.0 | link |
| Leibniz-Institut DSMZ | 2023 | BacDive Tutorial: Quick Start | en | video | CC BY 3.0 | link |
| Linares, Jimena | 2024 | DMPS as part of local organisation, FAIRness and policy compliance | en | presentation | CC BY 4.0 | link |
| Linares, Jimena | 2024 | Data Management Planning and DMPs | en | presentation | CC BY 4.0 | link |
| Linares, Jimena; Oellermann, Michael; Eberhardt, Jan | 2023 | Get to know ENA and PANGAEA data centers- Prepare your submission _ Workshop | en | presentation | CC BY 4.0 | link |
| Linares, Jimena; Tschink, Daniel | 2023 | DMPs as part of local organisation, for FAIRness and policy compliance | en | presentation | CC BY 4.0 | link |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - ReStoRunT | en | video | CC BY 3.0 | link |
| Müller, Wolfgang | 2022 | Data Integration and Annotation | en | video | CC BY 3.0 | link |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - RightField | en | video | CC BY 3.0 | link |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - OpenRefine | en | video | CC BY 3.0 | link |
| Müller, Wolfgang | 2024 | Three useful tools to get data in shape | en | multipart | CC BY 4.0 | link |
| Muñoz García, Melania | 2025 | The Nagoya Protocol in practice | en | presentation | CC BY 4.0 | link |
| Nattkemper, Tim | 2024 | BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der Biodiversitätsforschung | de | video | CC BY 3.0 | link |
| NFDI4Biodiversity | 2023 | NFDI4Biodiversity Knowledge Base | en, de | multipart | link | |
| NFDI4Biodiversity | 2022 | Winter School Lectures - Slides | en | presentation | link | |
| Nozik, Alexandra | 2025 | Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025 | en | presentation | CC BY 4.0 | link |
| Nozik, Alexandra | 2024 | Geospatial Data in Environmental Science | en | presentation | CC BY 4.0 | link |
| Oellermann, Michael | 2022 | Data Search: Publish your Research Data pt. 1 | en | video | CC BY 3.0 | link |
| Oellermann, Michael | 2022 | Data Search: Publish your Research Data pt. 2 | en | video | CC BY 3.0 | link |
| Oellermann, Michael | 2022 | Publishing Research Data in Open Access Repositories | en | video | CC BY 4.0 | link |
| Oellermann, Michael; Riemann-Campe, Kathrin | 2022 | PANGAEA Data Curation Checklist | en | multipart | link | |
| Pauli, Matthias | 2025 | Data publication and archiving | en | video | CC BY 3.0 | link |
| Riemann-Campe, Kathrin; Oellermann, Michael | 2024 | PANGAEA Data Curation Checklist | en | code | link | |
| Röder, Juliane | 2024 | Bulk formatting of questions in LiaScript format | en | multipart | CC BY 4.0 | link |
| Röder, Juliane | 2024 | Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and services | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2024 | Introduction to research data management | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2024 | Introduction to research data management | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2024 | Introduction to research data management | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2024 | NFDI4Biodiversity Training Materials | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2025 | Applied Research Data Management | en | presentation | CC BY 4.0 | link |
| Röder, Juliane | 2025 | A (very brief) introduction to research data management | en | presentation | CC BY 4.0 | link |
| Röder, Juliane; Fischer, Marlen; Tschink, Daniel | 2022 | Research Data Management for Biodiversity Data | en | presentation | CC BY 4.0 | link |
| Röder, Juliane; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun | 2023 | Template for the NFDI4Biodiversity & GfÖ Winter School | en | text | CC BY 4.0 | link |
| Röder, Juliane; Frohne, Katharina; Tschink, Daniel | 2024 | Research Data Scary Tales - Biodiversity Edition | en, de | text | CC0 | link |
| Röder, Juliane; Scherreiks, Pascal; Dröst, Frederik; Dworczyk, Claudia; Gemeinholzer, Birgit; Reiners, Tobias Erik; Schwartz, Anna Lisa; Tschink, Daniel; Brand, Ortrun | 2024 | Workshopbericht Trainingsdatensätze und FDM-Trainingsmaterial | de | text | CC BY 4.0 | link |
| Röder, Juliane; Signer, Johannes | 2025 | NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024 | en | code * dataset | CC BY-NC 4.0 | link |
| Röder, Juliane; Signer, Johannes; Scherreiks, Pascal; Figueiredo, Ludmilla; Kusch, Erik; Linares Gómez, Jimena; Müller, Wolfgang; Nozik, Alexandra; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Tschink, Daniel | 2025 | Template for the NFDI4Biodiversity & iDiv Seasonal School on Data Management in Ecology and Environmental Science 2024 | en | text | CC BY 4.0 | link |
| Röder, Juliane; Tschink, Daniel; Brand, Ortrun | 2025 | Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversity | en | text | CC BY 4.0 | link |
| Röder, Juliane; Tschink, Daniel; Brand, Ortrun | 2025 | Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversity | en | text | CC BY 4.0 | link |
| Saeedi, Hani | 2022 | en | code | link | ||
| Schellenberger Costa, David | 2025 | Taxonomic name harmonization | en | video | CC BY 3.0 | link |
| Schellenberger Costa, David | 2024 | Taxonomic name harmonization | en | multipart | CC BY 4.0 | link |
| Schellenberger Costa, David | 2025 | Taxonomic name harmonization | en | multipart | CC BY 4.0 | link |
| Schellenberger Costa, David | 2024 | Taxonomic name resolution | en | text * code * image | CC BY 4.0 | link |
| Scherer, Cédric | 2025 | Data analysis & visualisation According to FAIR principles | en | video | CC BY 3.0 | link |
| Scherer, Cédric | 2024 | Data Analysis & Visualisation According to FAIR Principles | en | multipart | CC BY 4.0 | link |
| Scherer, Cédric | 2025 | Data Analysis & Visualisation According to FAIR Principles | en | multipart | CC BY 4.0 | link |
| Schindler | 2025 | Legal aspects in research data management: data licensing and copyright | en | video | CC BY 3.0 | link |
| Schindler, Uwe | 2024 | Legal aspects in research data management: Data Licensing and Copyright | en | presentation | CC BY 4.0 | link |
| Schober, Isabel | 2023 | Code for BacDive Workshop 2023 | en | application | link | |
| Schöne, David; Tschink | 2024 | BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der Datenverwaltung | de | video | CC BY 3.0 | link |
| Signer, Johannes | 2025 | FAIR tools and processes: Getting started with Jupyter & Git(Hub) | en | video | CC BY 3.0 | link |
| Signer, Johannes | 2024 | FAIR tools and processes: Getting started with Jupyter & Git(Hub) | en | presentation | CC BY 4.0 | link |
| Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane | 2024 | Trainingsdatensätze | de | text * image | CC BY 4.0 | link |
| Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel | 2025 | TrainingsmaterialDatenschutz auf dem Silbertablett | de | multipart | link | |
| Thiery, Florian | 2024 | Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4Objects | de | video | CC BY 3.0 | link |
| Triebel, Dagmar; et al. | 2023 | Management von Daten zu Personen und Organisationen – 44. Diversity Workbench Workshop | de | multipart | link | |
| Tschink, Daniel; Ebert, Barbara; Brand, Ortrun | 2023 | NFDI4Biodiversity - Training and Education Report | en | text | CC BY 4.0 | link |
| Tschink, Daniel; Kostadinov, Ivaylo | 2025 | The Life of Research Data: How to Keep It Organized and Accessible | en | presentation | CC BY 4.0 | link |
| Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun | 2022 | Training opportunities | en | text * image | CC BY 4.0 | link |
| Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun | 2022 | Suggestions for training activities | en | text * image | CC BY 4.0 | link |
| Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun | 2024 | TA1M4 Training & Education | en | text * image | CC BY 4.0 | link |
| Weibulat, Tanja Melanie; Matheisen, Giada; Puchta, Michael; Schmalzl, Markus; Schwartz, Anna Lisa; Seifert, Stefan; Triebel, Dagmar; Weibulat, Tanja Melanie; Weiss, Markus | 2024 | Neue Wege zur FAIRen Archivierung von digitalen Forschungsdaten aus Bayern | de | presentation | CC BY 4.0 | link |
| Weiss, Markus | 2023 | Diversity Workbench Video Tutorials | en | video | link | |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2023 | Episode 1 - Rechte und Pflichten an Daten | de | audio | CC BY-SA 4.0 | link |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2023 | Episode 2 - Lizenzen im Umgang mit Forschungsdaten | de | audio | CC BY-SA 4.0 | link |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2024 | Episode 3 - Nationale und internationale Regelwerke, UIG und Co. | de | audio | CC BY-SA 4.0 | link |
| Wolf, Sophie | 2022 | Jupyter Workshop Winterschool 2022 | en | multipart | All rights reserved | link |
| Wolf, Sophie | 2022 | Jupyter Workshop Winterschool 2022 | en | text * code * image | All rights reserved | link |
| 2025 | List of all Seasonal School 2024 publications on Zenodo | en | multipart | link | ||
| 2025 | Playlist of all Seasonal School 2024 video recordings | en | video | link | ||