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@nfdi4biodiversity.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 v1.4, https://doi.org/10.5281/zenodo.17871138). 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 | Keywords | Affiliation(s) | Item Type | License | Link | License name |
|---|---|---|---|---|---|---|---|---|---|
| Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri | 2024 | VAT documentation | en | VAT | UMR | text * code * image | CC0 1.0 Universal | link | CC0 1.0 Universal |
| Blowes, Shane | 2025 | Meta-analysis and biodiversity change synthesis | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Botanic Garden and Botanical Museum Berlin | 2025 | OpenRefine Training Dataset based on a subset of the BGBM Herbarium | en | OpenRefine | BGBM | text | CC BY 4.0 | link | CC BY 4.0 |
| Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin | 2024 | Network centrality indices for freshwater fish species | en | hydrographR | IGB | code | GPL 3.0 | link | GPL 3.0 |
| Dümpelmann, Henri | 2024 | Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfacht | de | VAT, BiodiversiTea | UMR | video | CC BY 3.0 | link | CC BY 3.0 |
| Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ) | 2025 | Exploring Spatial and Biodiversity Data with Python and JupyterLab | en | IOER Monitor, geospatial data, Jupyter, Python | IÖR | computational notebook * multipart | CC BY 4.0 | link | CC BY 4.0 |
| Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ) | 2025 | Exploring Spatial and Biodiversity Data with Python and JupyterLab | en | IOER Monitor, geospatial data, Jupyter, Python | IÖR | computational notebook * multipart | MIT License, CC BY 4.0 | link | MIT License, CC BY 4.0 |
| 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 | IOER Monitor, geospatial data, training data sets | IÖR | multipart | CC BY 4.0 | link | CC BY 4.0 |
| Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc | 2025 | Publish Biodiversity Data: The GFBio Data Submission and Brokerage Service | en | GFBio Submission Service | GFBio, UniBremen-MARUM | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Engel, Judith; Pauli, Matthias | 2025 | Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEA | en | GFBio Submission Service | GFBio, UniBremen-MARUM | video | CC BY 3.0 | link | CC BY 3.0 |
| Fichtmueller, David | 2025 | OpenRefine - Hands On | de | OpenRefine | BGBM | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Fichtmueller, David | 2025 | OpenRefine I: Cleaning Messy Data with Ease | en | OpenRefine, WiNoDa | BGBM | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Fichtmueller, David | 2026 | OpenRefine I: Cleaning Messy Data with Ease | en | OpenRefine, WiNoDa | BGBM | video | CC BY 3.0 | link | CC BY 3.0 |
| Figueiredo, Ludmilla | 2024 | Publishing your (R) workflow: How to get started and where to go next | en | Seasonal School, reproducible workflows | iDiv | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Figueiredo, Ludmilla | 2025 | Publishing your (R) workflow: How to get started and where to go next | en | Seasonal School, reproducible workflows | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Figueiredo, Ludmilla | 2024 | ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter School | en | Seasonal School, reproducible workflows | iDiv | code | CC BY 4.0 | link | CC BY 4.0 |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2023 | NFDI4Biodiversity Self-Study Unit - Research Data Management for Biodiversity Data | en | Online-course, RDM basics | UMR, GFBio, UniGöttingen-CIDAS, SNSB | text | CC BY 4.0 | link | CC BY 4.0 |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2023 | Research Data Management for Biodiversity Data | en | Online-course, RDM basics | UMR, GFBio, UniGöttingen-CIDAS, SNSB | text * image * code | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun | 2024 | Research Data Management for Biodiversity Data | en | Online-course, RDM basics | UMR, GFBio, UniGöttingen-CIDAS, SNSB | multipart | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| 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 | Online-course, RDM basics | UMR, GFBio, UniGöttingen-CIDAS, SNSB | multipart | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Friedrichs-Manthey, Martin; Holetschek, Jörg | 2024 | Ein Biodiversitätsportal für ganz Deutschland: Lebendiger Atlas der Natur Deutschlands (LAND) | de | BiodiversiTea, LAND, GBIF | iDiv, BGBM, UniJena | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina; Henrich, Jonathan | 2022 | Data Science 4 Ecologists in R | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina | 2022 | Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio] | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina | 2022 | Data Science for Ecologists in R - TidyData | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | code | Copyright © Nina Gerber 2022 | link | Copyright © Nina Gerber 2022 |
| Gerber, Nina | 2021 | Introduction to Tidy data - Tidy Data part 1 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina | 2021 | Data preparation - Tidy Data part 2 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina | 2021 | Importing data in R - Tidy Data part 3 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Gerber, Nina | 2022 | Importing Data into R Structuring and summarizing Data - Tidy Data 4 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Grenié, Matthias | 2022 | Taxonomic Harmonization | en | Seasonal School, taxonomic harmonization | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Grenié, Matthias | 2022 | Taxonomic Harmonization: a problem you didn't know you had! | en | Seasonal School, taxonomic harmonization | iDiv | presentation * text | CC BY 4.0 | link | CC BY 4.0 |
| Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel | 2024 | Podcast Rechstdschungel | de | legal aspects, podcast | UMR, UfU, GFBio | multipart | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2023 | Episode 1 - Rechte und Pflichten an Daten | de | legal aspects, podcast | UMR, UfU, GFBio | audio | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2023 | Episode 2 - Lizenzen im Umgang mit Forschungsdaten | de | legal aspects, podcast | UMR, UfU, GFBio | audio | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Witschas, Tom; Brand, Ortrun; Tschink, Daniel | 2024 | Episode 3 - Nationale und internationale Regelwerke, UIG und Co. | de | legal aspects, podcast | UMR, UfU, GFBio | audio | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel | 2024 | Episode 4 - Institutionelle Perspektive | de | legal aspects, podcast | UMR, UfU, GFBio | audio | CC BY-SA 4.0 | link | CC BY-SA 4.0 |
| 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 | GfI, legal aspects | UfU, GfI, GFBio, UMR | text | CC BY 4.0 | link | CC BY 4.0 |
| Hartman Scholz, Amber | 2023 | "Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022 | en | DSI, Nagoya Protocol | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Hartman Scholz, Amber | 2025 | What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD? | en | DSI, Nagoya Protocol | DSMZ | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Henrich, Jonathan | 2022 | Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio] | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2023 | Code for Data Science 4 Ecologists in R: The Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | code | MIT License | link | MIT License |
| Henrich, Jonathan | 2022 | Linear models 1 - The Normal distribution | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 2 - Introduction to the Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 3 - Fitting a Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 4 - Parameter estimation in the Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 5 - Distribution of least squares estimates in the Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 6 - Inferences about parameters in the Linear Model | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 7 - Fitting a Linear Model in R Example 1 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 8 - Fitting a Linear Model in R Example 2 | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 9 - Checking assumptions of the Linear Model in R Residual plot | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 10 - Checking assumptions of the Linear Model in R QQ plot | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Henrich, Jonathan | 2022 | Linear models 11 - Checking assumptions of the Linear Model in R Outliers | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Jansen, Florian | 2023 | Beispielanwendung Deutschlandflora NetPhyD API (now available via FloraWeb) | de | API | NetPhyD-Pflanzen | application | link | ||
| Jordan, Sabrina | 2025 | Introduction to Research Data Management | en | Seasonal School, HeFDI | UniKassel, HeFDI | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R - Playlist | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and Transformations | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 1 - Introduction and Model Framework | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Josifek, Ruairi | 2025 | Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and Limitations | en | Data Science 4 Ecologists in R | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Jurburg, Stephanie | 2025 | MiCoDa and Datathons: Fostering Equitability in Sequence Data Reuse | en | BiodiversiTea, MiCoDa | UFZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Karam, Naouel | 2025 | Towards the NFDI4Biodiversity Knowledge Graph: Trait Data as a Use Case | en | BiodiversiTea | InfAI | video | CC BY 3.0 | link | CC BY 3.0 |
| Karam, Naouel; Tschink, Daniel | 2024 | BiodivPortal - A Terminology Repository and Service for Biodiversity | en | BioDivPortal, Tools & Services webinar | InfAI | video | CC BY 3.0 | link | CC BY 3.0 |
| Kipker, Dennis-Kenji | 2022 | Legal Aspects | en | Seasonal School, legal aspects | UniAugsburg, NFDI4Health | video | CC BY 3.0 | link | CC BY 3.0 |
| Kipker, Dennis-Kenji | 2022 | Legal framework of research data management with special focus on copyright law and data protection law | en | Seasonal School, legal aspects | UniAugsburg, NFDI4Health | text | CC BY 4.0 | link | CC BY 4.0 |
| Koblitz, Julia | 2024 | Der Digital Diversity Hub: Zentraler Zugang zu vernetzten biowissenschaftlichen Datenbanken | de | BiodiversiTea | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Köpke, Robert | 2024 | Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählen | de | Mapstories | IfL | video | CC BY 3.0 | link | CC BY 3.0 |
| Kostadinov, Ivaylo | 2025 | Basics of Data Management Planning | en | Seasonal School, RDM basics, GFBio DMP-Tool | GFBio | video | CC BY 3.0 | link | CC BY 3.0 |
| Kostadinov, Ivaylo | 2025 | Data Management and Data Literacy in Biodiversity and Environmental Sciences | en | Seasonal School, RDM basics | GFBio | video | CC BY 3.0 | link | CC BY 3.0 |
| Kostadinov, Ivaylo | 2026 | Der GFBio Data Submission & Brokerage Service – ein zentraler Zugang zum GFBio-Datenzentrennetzwerk | de | BiodiversiTea, data pulication | GFBio | video | CC BY 3.0 | link | CC BY 3.0 |
| Kostadinov, Ivaylo; Linares, Jimena | 2022 | Data Management and Data Literacy | en | Seasonal School, RDM basics | GFBio | video | CC BY 3.0 | link | CC BY 3.0 |
| Kostadinov, Ivaylo; Tschink, Daniel | 2023 | Data Management and Data Literacy | en | Seasonal School, RDM basics | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena | 2025 | Data Management and Data Literacy | en | Seasonal School, RDM basics | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena | 2025 | Data Management and Data Literacy | en | Seasonal School, RDM basics | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Kusch, Erik | 2024 | NFDI4Biodiversity Seasonal School | en | Seasonal School, GBIF, ECMWF | UniOslo-NatHistMuseum, CICERO | text * code * image | Copyright © Erik Kusch 2025 | link | Copyright © Erik Kusch 2025 |
| Kusch, Erik | 2025 | Investigating biodiversity data using open-access databases | en | Seasonal School, GBIF, ECMWF | UniOslo-NatHistMuseum, CICERO | video | CC BY 3.0 | link | CC BY 3.0 |
| Kusch, Erik | 2025 | Investigating Biodiversity Data Using Open-Access Databases | en | Seasonal School, GBIF, ECMWF | UniOslo-NatHistMuseum, CICERO | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Leibniz-Institut DSMZ | 2023 | Playlist BacDive Tutorials | en | BacDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Leibniz-Institut DSMZ | 2023 | BacDive Tutorial: Quick Start | en | BacDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API Introduction | en | BacDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API Python Package | en | BacDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Leibniz-Institut DSMZ | 2022 | BacDive Tutorial: API R Package | en | BacDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Leibniz-Institut DSMZ | 2024 | StrainInfo, MediaDive and BacDive - Web services online workshop | en | BacDive, StrainInfo, MediaDive | DSMZ | video | CC BY 3.0 | link | CC BY 3.0 |
| Linares, Jimena | 2024 | DMPS as part of local organisation, FAIRness and policy compliance | en | GFBio DMP-Tool | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Linares, Jimena | 2024 | Data Management Planning and DMPs | en | GFBio DMP-Tool | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Linares, Jimena; Oellermann, Michael; Eberhardt, Jan | 2023 | Get to know ENA and PANGAEA data centers- Prepare your submission _ Workshop | en | GFBio Submission Service, PANGAEA | GFBio, UniBremen-MARUM | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Linares, Jimena; Tschink, Daniel | 2023 | DMPs as part of local organisation, for FAIRness and policy compliance | en | GFBio DMP-Tool | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Müller, Wolfgang | 2022 | Data Integration and Annotation | en | OpenRefine, RightField, ReStoRunT | HITS | video | CC BY 3.0 | link | CC BY 3.0 |
| Müller, Wolfgang | 2024 | Three useful tools to get data in shape | en | OpenRefine, RightField, ReStoRunT | HITS | presentation * code * data set | CC BY 4.0 | link | CC BY 4.0 |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - OpenRefine | en | OpenRefine | HITS | video | CC BY 3.0 | link | CC BY 3.0 |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - RightField | en | RightField | HITS | video | CC BY 3.0 | link | CC BY 3.0 |
| Müller, Wolfgang | 2025 | Three useful tools to get data in shape - ReStoRunT | en | ReStoRunT | HITS | video | CC BY 3.0 | link | CC BY 3.0 |
| Muñoz García, Melania | 2025 | The Nagoya Protocol in practice | en | Nagoya Protocol, DSI | DSMZ | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Nattkemper, Tim | 2024 | BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der Biodiversitätsforschung | de | BIIGLE | BIBI | video | CC BY 3.0 | link | CC BY 3.0 |
| NFDI4Biodiversity | 2023 | NFDI4Biodiversity Knowledge Base | en, de | Knowledge Base | NFDI4Biodiversity | multipart | link | ||
| NFDI4Biodiversity | 2026 | BiodiversiTea - Austauschen und Tee trinken - Playlist | de, en | BiodiversiTea | NFDI4Biodiversity | video | link | ||
| NFDI4Biodiversity | 2024 | NFDI4Biodiversity Tools & Services - Playlist | de, en | Tools & Services | NFDI4Biodiversity | video | link | ||
| NFDI4Biodiversity; Engel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Linares Gómez, Jimena; Müller, Wolfgang; Nozik, Alexandra; Pauli, Matthias; Röder, Juliane;Schellenberger Costa, David; Scherer, Cédric; Scherreiks, Pascal; Schindler, Uwe; Signer, Johannes; Tschink, Daniel | 2025 | Seasonal School 2024 - publications on Zenodo | en | Seasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEA | GFBio, iDiv, UniOslo-NatHistMuseum, CICERO, HITS, ZMT, UniBremen-MARUM, UMR, UniLeipzig, Independent visualization specialist, UniJena, UniGöttingen-CIDAS | multipart | link | ||
| NFDI4Biodiversity; Engel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes | 2025 | Seasonal School 2024 - playlist of all video recordings | en | Seasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEA | GFBio, iDiv, UniOslo-NatHistMuseum, CICERO, HITS, UniBremen-MARUM, UniLeipzig, Independent visualization specialist, UniGöttingen-CIDAS | video | link | ||
| NFDI4Biodiversity; Jordan, Sabrina; Kostadinov, Ivaylo; Linares Gómez, Jimena; Nozik, Alexandra; Schellenberger Costa, David; Scherer, Cédric; Singson, Lea Sophie; Tschink, Daniel | 2025 | Seasonal School 2025 - publications on Zenodo | en | Seasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEA | UniKassel, HeFDI, GFBio, iDiv, UniLeipzig, ZMT, Independent visualization specialist, FIZ, FAIRagro | multipart | link | ||
| NFDI4Biodiversity; Jordan, Sabrina; Nozik, Alexandra; Singson, Lea Sophie | Seasonal School 2025 - playlist of all video recordings | en | Seasonal School, RDM basics, legal aspects, Nagoya Protocol, data rights, geospatal data, GIS, QGIS, Qfield | UniKassel, HeFDI, ZMT, FIZ, FAIRagro | video | CC BY 3.0 | link | CC BY 3.0 | |
| NFDI4Biodiversity; Kostadinov, Ivaylo; Linares Gómez, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael | 2022 | Winter School 2022 - publications on Zenodo | en | Seasonal School, RDM basics, GFBio DMP-Tool, legal aspects, taxonomic harmonization, PANGAEA | GFBio, UMR, iDiv, UniBremen-MARUM, NFDI4Health | presentation | link | ||
| NFDI4Biodiversity; Kostadinov, Ivaylo; Linares Gómez, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael | 2022 | Winter School 2022 - playlist of all video recordings | en | Seasonal School, RDM basics, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, PANGAEA | GFBio, UniBremen-MARUM, iDiv, HITS, NFDI4Health | video | link | ||
| Nozik, Alexandra | 2024 | Geospatial Data in Environmental Science | en | geospatial data | ZMT | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Nozik, Alexandra | 2025 | Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025 | en | Seasonal School, Qfield, geospatial data | ZMT | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Oellermann, Michael | 2022 | Data Search: Publish your Research Data pt. 1 | en | Seasonal School, PANGAEA | UniBremen-MARUM | video | CC BY 3.0 | link | CC BY 3.0 |
| Oellermann, Michael | 2022 | Data Search: Publish your Research Data pt. 2 | en | Seasonal School, PANGAEA | UniBremen-MARUM | video | CC BY 3.0 | link | CC BY 3.0 |
| Oellermann, Michael | 2022 | Publishing Research Data in Open Access Repositories | en | Seasonal School, PANGAEA | UniBremen-MARUM | presentation * text | CC BY 4.0 | link | CC BY 4.0 |
| Oellermann, Michael; Riemann-Campe, Kathrin | 2022 | PANGAEA Data Curation Checklist | en | PANGAEA | UniBremen-MARUM | code * computational notebook | BSD 3-Clause License | link | BSD 3-Clause License |
| Ortwein, Tobias | 2026 | Introduction to versioning with Git and GitLab | en | Git, GitLab, version control | UMR | video | CC BY 3.0 | link | CC BY 3.0 |
| Pauli, Matthias | 2025 | Data publication and archiving | en | Seasonal School, PANGAEA | UniBremen-MARUM | video | CC BY 3.0 | link | CC BY 3.0 |
| Ransby, Dana | 2023 | PANGAEA Data Curation Checklist | en | PANGAEA | UniBremen-MARUM | code * computational notebook | BSD 3-Clause License | link | BSD 3-Clause License |
| Ransby, Daniela; Torres-Valdés, Sinhué | 2025 | Drifting data – From the Arctic ice floe to PANGAEA’s digital archive | en | BiodiversiTea, MOSAiC, PANGAEA | UniBremen-MARUM, AWI | video | CC BY 3.0 | link | CC BY 3.0 |
| Rehbein, Malte | 2024 | Historische Biodiversität: Analytische Einblicke in die bayerische Erhebung der Wirbeltierarten 1845 | de | BiodiversiTea | UniPassau | video | CC BY 3.0 | link | CC BY 3.0 |
| Riemann-Campe, Kathrin; Oellermann, Michael | 2024 | PANGAEA Data Curation Checklist | en | PANGAEA | UniBremen-MARUM | code * computational notebook | BSD 3-Clause License | link | BSD 3-Clause License |
| Röder, Juliane | 2024 | Bulk formatting of questions in LiaScript format | en | Online-course | UMR | multipart | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2024 | Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and services | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2024 | Introduction to research data management | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2024 | Introduction to research data management | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2024 | Introduction to research data management | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2024 | NFDI4Biodiversity Training Materials | en | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 | |
| Röder, Juliane | 2025 | Applied Research Data Management | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2025 | A (very brief) introduction to research data management | en | RDM basics | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane | 2026 | NFDI, NFDI4Biodiversity & eResearch support your research data management | en | NFDI | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Fischer, Marlen; Tschink, Daniel | 2022 | Research Data Management for Biodiversity Data | en | HeFDI | UMR, GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun | 2023 | Template for the NFDI4Biodiversity & GfÖ Winter School | en | Seasonal School | UMR, GFBio | text | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Frohne, Katharina; Tschink, Daniel | 2024 | Research Data Scary Tales - Biodiversity Edition | en, de | research data scary tales | UMR, GFBio | text | CC0 | link | CC0 |
| Röder, Juliane; Lenze, Stefan; Ortwein, Tobias | 2025 | Introduction to Reseach Data Management | en | RDM basics, ELN, RDMO, Git, GitLab, JupyterHub | UMR | presentation | CC BY 4.0 | link | CC BY 4.0 |
| 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 | training data sets | UMR, UniJena FSU, TUM, IÖR, UniKassel, DDA, HGON, GDA, GFBio | text | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Signer, Johannes | 2025 | NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024 | en | Seasonal School | UMR, UniGöttingen-CIDAS | code * dataset | CC BY-NC 4.0 | link | CC BY-NC 4.0 |
| 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 | Seasonal School | UMR, UniGöttingen-CIDAS, iDiv, UniJena FSU, UniOslo-NatHistMuseum, CICERO, HITS, ZMT, UniLeipzig, Independent visualization specialist, UniBremen-MARUM | text | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Tschink, Daniel; Brand, Ortrun | 2025 | Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversity | en | CoRDI | UMR, GFBio | text | CC BY 4.0 | link | CC BY 4.0 |
| Röder, Juliane; Tschink, Daniel; Brand, Ortrun | 2025 | Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversity | en | CoRDI | UMR, GFBio | text | CC BY 4.0 | link | CC BY 4.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms - Playlist | en | MiCoDa, statistics, R | iDiv | video | link | ||
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 1 - Statistical Modeling | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 2 - Bayesian Principles | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 3 - Prior & Posterior Distributions | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 4 - Linear Models | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 5 - Generalized Linear Models | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 6 - Linear Mixed Models | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 7 - Introduction to Stan | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Rosenbaum, Benjamin | 2025 | Introduction to Bayesian Statistics in R & brms | Part 8 - Conclusions | en | MiCoDa, statistics, R | iDiv | video | CC BY 3.0 | link | CC BY 3.0 |
| Schellenberger Costa, David | 2024 | Taxonomic name resolution | en | taxonomic harmonization | iDiv, UniLeipzig | presentation * text * code * data set | CC BY 4.0 | link | CC BY 4.0 |
| Schellenberger Costa, David | 2024 | Taxonomic name harmonization | en | Seasonal School, taxonomic harmonization | iDiv, UniLeipzig | presentation * computational notebook * data set * text * image | CC BY 4.0 | link | CC BY 4.0 |
| Schellenberger Costa, David | 2025 | Taxonomic name harmonization | en | Seasonal School, taxonomic harmonization | iDiv, UniLeipzig | video | CC BY 3.0 | link | CC BY 3.0 |
| Schellenberger Costa, David | 2025 | Taxonomic name harmonization | en | Seasonal School, taxonomic harmonization | iDiv, UniLeipzig | presentation * computational notebook * text * code * data set * image | CC BY 4.0 | link | CC BY 4.0 |
| Scherer, Cédric | 2024 | Data Analysis & Visualisation According to FAIR Principles | en | Seasonal School, data visualization, R | Independent visualization specialist | presentation * code * computational notebook | CC BY 4.0 | link | CC BY 4.0 |
| Scherer, Cédric | 2025 | Data analysis & visualisation According to FAIR principles | en | Seasonal School, data visualization, R | Independent visualization specialist | video | CC BY 3.0 | link | CC BY 3.0 |
| Scherer, Cédric | 2025 | Data Analysis & Visualisation According to FAIR Principles | en | Seasonal School, data visualization, R | Independent visualization specialist | presentation * code * computational notebook | CC BY 4.0 | link | CC BY 4.0 |
| Schindler, Uwe | 2024 | Legal aspects in research data management: Data Licensing and Copyright | en | Seasonal School, legal aspects | UniBremen-MARUM | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Schindler, Uwe | 2025 | Legal aspects in research data management: data licensing and copyright | en | Seasonal School, legal aspects | UniBremen-MARUM | video | CC BY 3.0 | link | CC BY 3.0 |
| Schober, Isabel | 2023 | Code for BacDive Workshop 2023 | en | BacDive | DSMZ | code | MIT License | link | MIT License |
| Schöne, David; Thiel, Sven | 2024 | BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der Datenverwaltung | de | BEXIS2, NFDI4Biodiversity Tools & Services webinar | UniJena FSU | video | CC BY 3.0 | link | CC BY 3.0 |
| Signer, Johannes | 2024 | FAIR tools and processes: Getting started with Jupyter & Git(Hub) | en | Seasonal School, git, GitHub, R, Jupyter | UniGöttingen-CIDAS | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Signer, Johannes | 2025 | FAIR tools and processes: Getting started with Jupyter & Git(Hub) | en | Seasonal School, git, GitHub, R, Jupyter | UniGöttingen-CIDAS | video | CC BY 3.0 | link | CC BY 3.0 |
| Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane | 2024 | Trainingsdatensätze | de | training data sets | UniGöttingen-CIDAS, UniPotsdam, GFBio, UMR | text * image | CC BY 4.0 | link | CC BY 4.0 |
| Singson, Lea Sophie | 2025 | 'Tis the Season for Legal Reason - Resource Sharing and Data Rights NFDI4Biodiversity Seasonal School 2025 | en | Seasonal School, legal aspects | FIZ, FAIRagro | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel | 2025 | Datenschutz auf dem Silbertablett: Trainingsmaterial | de | legal aspects | FAIRagro, NFDI4Earth, NFDI4Biodiversity, FIZ, ZB MED, GFZ, GFBio | multipart | CC BY 4.0 | link | CC BY 4.0 |
| Specht, Inga | 2025 | Das digitale Spiel “Project Pollination: A Buzzing Rescue” – Hintergründe und Entwicklung | de | BiodiversiTea, serious games | LIB | video | CC BY 3.0 | link | CC BY 3.0 |
| Svoboda, Nikolai;Schmidt, Marcus | 2025 | Das BonaRes-Repositorium für Boden- und ökologische Datensätze | de | BiodiversiTea | ZALF, FAIRagro | video | CC BY 3.0 | link | CC BY 3.0 |
| Thiery, Florian | 2024 | 3D-Digitalisierung von archäologischen Objekten: Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4Objects | de | BiodiversiTea | NFDI4Objects, LEIZA | video | CC BY 3.0 | link | CC BY 3.0 |
| Triebel, Dagmar; et al. | 2023 | Management von Daten zu Personen und Organisationen – 44. Diversity Workbench Workshop | de | DWB | SNSB, SNSB-IT, SNSB-BSM, LMU, NFDI4Biodiversity, GWDG, ZFMK/LIB, SMNS, FörTax | multipart | link | ||
| Tschink, Daniel; Ebert, Barbara; Brand, Ortrun | 2023 | NFDI4Biodiversity - Training and Education Report | en | GFBio, UMR | text | CC BY 4.0 | link | CC BY 4.0 | |
| Tschink, Daniel; Kostadinov, Ivaylo | 2025 | The Life of Research Data: How to Keep It Organized and Accessible | en | RDM basics | GFBio | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun | 2022 | Training opportunities | en | UMR, GFBio | text * image | CC BY 4.0 | link | CC BY 4.0 | |
| Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun | 2022 | Suggestions for training activities | en | UMR, GFBio | text * image | CC BY 4.0 | link | CC BY 4.0 | |
| Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun | 2024 | TA1M4 Training & Education | en | UMR, GFBio | text * image | CC BY 4.0 | link | CC BY 4.0 | |
| Unseld, Thorsten | 2026 | Digitize the Planet – Offene Schutzgebietsinformationen für digitales Aktivitätsmanagement | de | BiodiversiTea | Digitize the Planet | video | CC BY 3.0 | link | CC BY 3.0 |
| 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 | DWB, SIARD | SNSB, GDA, SNSB.IT | presentation | CC BY 4.0 | link | CC BY 4.0 |
| Weiss, Markus | 2023 | Diversity Workbench Video Tutorials | en | DWB | SNSB-IT | video | link | ||
| Wolf, Sophie | 2022 | Jupyter Workshop Winterschool 2022 | en | Seasonal School, Jupyter, Python, R | UniLeipzig | multipart * computational notebook | Copyright © Sophie Wolf 2022 | link | Copyright © Sophie Wolf 2022 |
| Wolf, Sophie | 2022 | Jupyter Workshop Winterschool 2022 | en | Seasonal School, Jupyter, Python, R | UniLeipzig | text * code * image * computational notebook | Copyright © Sophie Wolf 2022 | link | Copyright © Sophie Wolf 2022 |
