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Here you can find a list of all NFDI4Biodiversity training resources. You can sort the list by topic, DLC, resource type, and target group. 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 you the FORM to submit your training resources so we can add them to the list. 

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 feel free to fill in the FORM and add your resources to our curated list of external resources! Please consider to submit to DALIA as well.

Author(s)Publication YearTitleLanguageItem TypeLicenseLink
Wolf, Sophie2022Jupyter Workshop Winterschool 2022enmultipartAll rights reservedlink
Wolf, Sophie2022Jupyter Workshop Winterschool 2022entext * code * imageAll rights reservedlink
Engel, Judith; Pauli, Matthias2025Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEAenvideoCC BY 3.0link
Figueiredo, Ludmilla2025Publishing your (R) workflow: How to get started and where to go nextenvideoCC BY 3.0link
Fitjer, Sören2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]envideoCC BY 3.0link
Fitjer, Sören2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 2 - Introduction to the Linear ModelenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 11 - Checking assumptions of the Linear Model in R OutliersenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 5 - Distribution of least squares estimates in the Linear ModelenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 7 - Fitting a Linear Model in R Example 1envideoCC BY 3.0link
Fitjer, Sören2022Linear models 8 - Fitting a Linear Model in R Example 2envideoCC BY 3.0link
Fitjer, Sören2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plotenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 6 - Inferences about parameters in the Linear ModelenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 1 - The Normal distributionenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 4 - Parameter estimation in the Linear ModelenvideoCC BY 3.0link
Fitjer, Sören2022Linear models 3 - Fitting a Linear ModelenvideoCC BY 3.0link
Gerber, Nina2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]envideoCC BY 3.0link
Gerber, Nina2021Data preparation - Tidy Data part 2envideoCC BY 3.0link
Gerber, Nina2022Importing Data into R Structuring and summarizing Data - Tidy Data 4envideoCC BY 3.0link
Gerber, Nina2021Importing data in R - Tidy Data part 3envideoCC BY 3.0link
Gerber, Nina2021Introduction to Tidy data - Tidy Data part 1envideoCC BY 3.0link
GFBio; Gerber, Nina; Fitjer, Sören2022Data Science 4 Ecologists in RenvideoCC BY 3.0link
Grenié, Matthias2022Taxonomic HarmonizationenvideoCC BY 3.0link
Hartman Scholz, Amber2023"Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022envideoCC BY 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and LimitationsenvideoCC BY 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model FrameworkenvideoCC BY 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and TransformationsenvideoCC BY 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R - PlaylistenvideoCC BY 3.0link
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for BiodiversityenvideoCC BY 3.0link
Kipker, Dennis-Kenji2022Legal AspectsenvideoCC BY 3.0link
Köpke, Robert2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählendevideoCC BY 3.0link
Kostadinov, Ivaylo2025Basics of Data Management PlanningenvideoCC BY 3.0link
Kostadinov, Ivaylo2025Data Management and Data Literacy in Biodiversity and Environmental SciencesenvideoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena2022Data Management and Data LiteracyenvideoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022Winter School Lectures - PlaylistenvideoCC BY 3.0link
Kusch, Erik2025Investigating biodiversity data using open-access databasesenvideoCC BY 3.0link
Leibniz-Institut DSMZ2023Playlist BacDive TutorialsenvideoCC BY 3.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API R PackageenvideoCC BY 3.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API IntroductionenvideoCC BY 3.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API Python PackageenvideoCC BY 3.0link
Leibniz-Institut DSMZ2024StrainInfo, MediaDive and BacDive - Web services online workshopenvideoCC BY 3.0link
Leibniz-Institut DSMZ2023BacDive Tutorial: Quick StartenvideoCC BY 3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - ReStoRunTenvideoCC BY 3.0link
Müller, Wolfgang2022Data Integration and AnnotationenvideoCC BY 3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - RightFieldenvideoCC BY 3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenvideoCC BY 3.0link
Nattkemper, Tim2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der BiodiversitätsforschungdevideoCC BY 3.0link
Oellermann, Michael2022Data Search: Publish your Research Data pt. 1envideoCC BY 3.0link
Oellermann, Michael2022Data Search: Publish your Research Data pt. 2envideoCC BY 3.0link
Pauli, Matthias2025Data publication and archivingenvideoCC BY 3.0link
Schellenberger Costa, David2025Taxonomic name harmonizationenvideoCC BY 3.0link
Scherer, Cédric2025Data analysis & visualisation According to FAIR principlesenvideoCC BY 3.0link
Schindler2025Legal aspects in research data management: data licensing and copyrightenvideoCC BY 3.0link
Schöne, David; Tschink2024BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der DatenverwaltungdevideoCC BY 3.0link
Signer, Johannes2025FAIR tools and processes: Getting started with Jupyter & Git(Hub)envideoCC BY 3.0link
Thiery, Florian2024Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4ObjectsdevideoCC BY 3.0link
Botanic Garden and Botanical Museum Berlin2025OpenRefine Training Dataset based on a subset of the BGBM HerbariumentextCC BY 4.0link
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ)2025Exploring Spatial and Biodiversity Data with Python and JupyterLabenmultipartCC BY 4.0link
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ); Dworczyk, Claudia; Dunkel, Alexander; Della Chiesa, Stefano2025Replication Package for: Exploring Spatial and Biodiversity Data with Python and JupyterLab: Release version v1.8.0entextCC BY 4.0link
Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc2025Publish Biodiversity Data: The GFBio Data Submission and Brokerage ServiceenpresentationCC BY 4.0link
Fichtmueller, David2025OpenRefine - Hands OndepresentationCC BY 4.0link
Figueiredo, Ludmilla2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter SchoolencodeCC BY 4.0link
Figueiredo, Ludmilla2024Publishing your (R) workflow: How to get started and where to go nextenpresentationCC BY 4.0link
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023NFDI4Biodiversity Self-Study Unit - Research Data Management for Biodiversity DataentextCC BY 4.0link
Grenié, Matthias2022Taxonomic Harmonization: a problem you didn't know you had!entextCC BY 4.0link
Grünberger, Tom; GFBio - Gesellschaft für Biologische Daten e.V.; Gesellschaft für Ichthyologie e.V.2025Veröffentlichung und Nachnutzung von Artvorkommensdaten am Beispiel der Gesellschaft für Ichthyologie e.V.detextCC BY 4.0link
Hartman Scholz, Amber2025What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD?enpresentationCC BY 4.0link
Jordan, Sabrina2025Introduction to Research Data ManagementenpresentationCC BY 4.0link
Kipker, Dennis-Kenji2022Legal framework of research data management with special focus on copyright law and data protection lawentextCC BY 4.0link
Kostadinov, Ivaylo; Tschink, Daniel2023Data Management and Data LiteracyenpresentationCC BY 4.0link
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenpresentationCC BY 4.0link
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenpresentationCC BY 4.0link
Kusch, Erik2024Investigating Biodiversity Data Using Open-Access DatabasesenpresentationCC BY 4.0link
Kusch, Erik2025Investigating Biodiversity Data Using Open-Access DatabasesenpresentationCC BY 4.0link
Linares, Jimena2024DMPS as part of local organisation, FAIRness and policy complianceenpresentationCC BY 4.0link
Linares, Jimena2024Data Management Planning and DMPsenpresentationCC BY 4.0link
Linares, Jimena; Oellermann, Michael; Eberhardt, Jan2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenpresentationCC BY 4.0link
Linares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceenpresentationCC BY 4.0link
Müller, Wolfgang2024Three useful tools to get data in shapeenmultipartCC BY 4.0link
Muñoz García, Melania2025The Nagoya Protocol in practiceenpresentationCC BY 4.0link
Nozik, Alexandra2025Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025enpresentationCC BY 4.0link
Nozik, Alexandra2024Geospatial Data in Environmental ScienceenpresentationCC BY 4.0link
Oellermann, Michael2022Publishing Research Data in Open Access RepositoriesenvideoCC BY 4.0link
Röder, Juliane2024Bulk formatting of questions in LiaScript formatenmultipartCC BY 4.0link
Röder, Juliane2024Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and servicesenpresentationCC BY 4.0link
Röder, Juliane2024Introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane2024Introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane2024Introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane2024NFDI4Biodiversity Training MaterialsenpresentationCC BY 4.0link
Röder, Juliane2025Applied Research Data ManagementenpresentationCC BY 4.0link
Röder, Juliane2025A (very brief) introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane; Fischer, Marlen; Tschink, Daniel2022Research Data Management for Biodiversity DataenpresentationCC BY 4.0link
Röder, Juliane; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun2023Template for the NFDI4Biodiversity & GfÖ Winter SchoolentextCC BY 4.0link
Röder, Juliane; Scherreiks, Pascal; Dröst, Frederik; Dworczyk, Claudia; Gemeinholzer, Birgit; Reiners, Tobias Erik; Schwartz, Anna Lisa; Tschink, Daniel; Brand, Ortrun2024Workshopbericht Trainingsdatensätze und FDM-TrainingsmaterialdetextCC BY 4.0link
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, Daniel2025Template for the NFDI4Biodiversity & iDiv Seasonal School on Data Management in Ecology and Environmental Science 2024entextCC BY 4.0link
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityentextCC BY 4.0link
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityentextCC BY 4.0link
Schellenberger Costa, David2024Taxonomic name harmonizationenmultipartCC BY 4.0link
Schellenberger Costa, David2025Taxonomic name harmonizationenmultipartCC BY 4.0link
Schellenberger Costa, David2024Taxonomic name resolutionentext * code * imageCC BY 4.0link
Scherer, Cédric2024Data Analysis & Visualisation According to FAIR PrinciplesenmultipartCC BY 4.0link
Scherer, Cédric2025Data Analysis & Visualisation According to FAIR PrinciplesenmultipartCC BY 4.0link
Schindler, Uwe2024Legal aspects in research data management: Data Licensing and CopyrightenpresentationCC BY 4.0link
Signer, Johannes2024FAIR tools and processes: Getting started with Jupyter & Git(Hub)enpresentationCC BY 4.0link
Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane2024Trainingsdatensätzedetext * imageCC BY 4.0link
Tschink, Daniel; Ebert, Barbara; Brand, Ortrun2023NFDI4Biodiversity - Training and Education ReportentextCC BY 4.0link
Tschink, Daniel; Kostadinov, Ivaylo2025The Life of Research Data: How to Keep It Organized and AccessibleenpresentationCC BY 4.0link
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Training opportunitiesentext * imageCC BY 4.0link
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Suggestions for training activitiesentext * imageCC BY 4.0link
Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun2024TA1M4 Training & Educationentext * imageCC BY 4.0link
Weibulat, Tanja Melanie; Matheisen, Giada; Puchta, Michael; Schmalzl, Markus; Schwartz, Anna Lisa; Seifert, Stefan; Triebel, Dagmar; Weibulat, Tanja Melanie; Weiss, Markus2024Neue Wege zur FAIRen Archivierung von digitalen Forschungsdaten aus BayerndepresentationCC BY 4.0link
Röder, Juliane; Signer, Johannes2025NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024encode * datasetCC BY-NC 4.0link
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2025NFDI4Biodiversity Self-Paced Online Course - Research Data Management for Biodiversity DataenmultipartCC BY-SA 4.0link
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2024Research Data Management for Biodiversity DataenmultipartCC BY-SA 4.0link
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023Research Data Management for Biodiversity Dataentext * image * codeCC BY-SA 4.0link
Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Episode 4 - Institutionelle PerspektivedeaudioCC BY-SA 4.0link
Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Podcast RechstdschungeldemultipartCC BY-SA 4.0link
Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 1 - Rechte und Pflichten an DatendeaudioCC BY-SA 4.0link
Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 2 - Lizenzen im Umgang mit ForschungsdatendeaudioCC BY-SA 4.0link
Witschas, Tom; Brand, Ortrun; Tschink, Daniel2024Episode 3 - Nationale und internationale Regelwerke, UIG und Co.deaudioCC BY-SA 4.0link
Röder, Juliane; Frohne, Katharina; Tschink, Daniel2024Research Data Scary Tales - Biodiversity Editionen, detextCC0link

2025List of all Seasonal School 2024 publications on Zenodoenmultipart
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2025Playlist of all Seasonal School 2024 video recordingsenvideo
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Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri2024VAT documentationentext * code * image
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Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin2024Network centrality indices for freshwater fish speciesencode
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Dümpelmann, Henri2024Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfachtdevideo
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Engel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes2025NFDI4Biodiversity & iDiv Seasonal School 2024 - Playlistenvideo
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Gerber, Nina2022Data Science for Ecologists in R - TidyDataencode
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Henrich, Jonathan2023Code for Data Science 4 Ecologists in R: The Linear Modelencode
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Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD APIdecode
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Kusch, Erik2024NFDI4Biodiversity Seasonal Schoolentext * code * image
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NFDI4Biodiversity2023NFDI4Biodiversity Knowledge Baseen, demultipart
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NFDI4Biodiversity2022Winter School Lectures - Slidesenpresentation
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Oellermann, Michael; Riemann-Campe, Kathrin2022PANGAEA Data Curation Checklistenmultipart
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Riemann-Campe, Kathrin; Oellermann, Michael2024PANGAEA Data Curation Checklistencode
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Saeedi, Hani2022
encode
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Schober, Isabel2023Code for BacDive Workshop 2023enapplicationcode
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Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel2025TrainingsmaterialDatenschutz auf dem Silbertablettdemultipart
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Triebel, Dagmar; et al.2023Management von Daten zu Personen und Organisationen – 44. Diversity Workbench Workshopdemultipart
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Weiss, Markus2023Diversity Workbench Video Tutorialsenvideo
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NFDI4Biodiversity Training Resources (last update: 2025-11-17):