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 YearTitleLanguageKeywordsAffiliation(s)Item TypeLicenseLinkLicense name
Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri2024VAT documentationenVATUMRtext * code * imageCC0 1.0 UniversallinkCC0 1.0 Universal
Blowes, Shane2025Meta-analysis and biodiversity change synthesisenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Botanic Garden and Botanical Museum Berlin2025OpenRefine Training Dataset based on a subset of the BGBM HerbariumenOpenRefineBGBMtextCC BY 4.0linkCC BY 4.0
Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin2024Network centrality indices for freshwater fish speciesenhydrographRIGBcodeGPL 3.0linkGPL 3.0
Dümpelmann, Henri2024Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfachtdeVAT, BiodiversiTeaUMRvideoCC BY 3.0linkCC BY 3.0
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ)2025Exploring Spatial and Biodiversity Data with Python and JupyterLabenIOER Monitor, geospatial data, Jupyter, PythonIÖRcomputational notebook * multipartCC BY 4.0linkCC BY 4.0
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ)2025Exploring Spatial and Biodiversity Data with Python and JupyterLabenIOER Monitor, geospatial data, Jupyter, PythonIÖRcomputational notebook * multipartMIT License, CC BY 4.0linkMIT License, CC BY 4.0
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 v1.8.0enIOER Monitor, geospatial data, training data setsIÖRmultipartCC BY 4.0linkCC BY 4.0
Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc2025Publish Biodiversity Data: The GFBio Data Submission and Brokerage ServiceenGFBio Submission ServiceGFBio, UniBremen-MARUMpresentationCC BY 4.0linkCC BY 4.0
Engel, Judith; Pauli, Matthias2025Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEAenGFBio Submission ServiceGFBio, UniBremen-MARUMvideoCC BY 3.0linkCC BY 3.0
Fichtmueller, David2025OpenRefine - Hands OndeOpenRefineBGBMpresentationCC BY 4.0linkCC BY 4.0
Fichtmueller, David2025OpenRefine I: Cleaning Messy Data with EaseenOpenRefine, WiNoDaBGBMpresentationCC BY 4.0linkCC BY 4.0
Fichtmueller, David2026OpenRefine I: Cleaning Messy Data with EaseenOpenRefine, WiNoDaBGBMvideoCC BY 3.0linkCC BY 3.0
Figueiredo, Ludmilla2024Publishing your (R) workflow: How to get started and where to go nextenSeasonal School, reproducible workflowsiDivpresentationCC BY 4.0linkCC BY 4.0
Figueiredo, Ludmilla2025Publishing your (R) workflow: How to get started and where to go nextenSeasonal School, reproducible workflowsiDivvideoCC BY 3.0linkCC BY 3.0
Figueiredo, Ludmilla2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter SchoolenSeasonal School, reproducible workflowsiDivcodeCC BY 4.0linkCC BY 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023NFDI4Biodiversity Self-Study Unit - Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSBtextCC BY 4.0linkCC BY 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSBtext * image * codeCC BY-SA 4.0linkCC BY-SA 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2024Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSBmultipartCC BY-SA 4.0linkCC BY-SA 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2025NFDI4Biodiversity Self-Paced Online Course - Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSBmultipartCC BY-SA 4.0linkCC BY-SA 4.0
Friedrichs-Manthey, Martin; Holetschek, Jörg2024Ein Biodiversitätsportal für ganz Deutschland: Lebendiger Atlas der Natur Deutschlands (LAND)deBiodiversiTea, LAND, GBIFiDiv, BGBM, UniJenavideoCC BY 3.0linkCC BY 3.0
Gerber, Nina; Henrich, Jonathan2022Data Science 4 Ecologists in RenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Gerber, Nina2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Gerber, Nina2022Data Science for Ecologists in R - TidyDataenData Science 4 Ecologists in RUniGöttingen-CIDAScodeCopyright © Nina Gerber 2022linkCopyright © Nina Gerber 2022
Gerber, Nina2021Introduction to Tidy data - Tidy Data part 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Gerber, Nina2021Data preparation - Tidy Data part 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Gerber, Nina2021Importing data in R - Tidy Data part 3enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Gerber, Nina2022Importing Data into R Structuring and summarizing Data - Tidy Data 4enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Grenié, Matthias2022Taxonomic HarmonizationenSeasonal School, taxonomic harmonizationiDivvideoCC BY 3.0linkCC BY 3.0
Grenié, Matthias2022Taxonomic Harmonization: a problem you didn't know you had!enSeasonal School, taxonomic harmonizationiDivpresentation * textCC BY 4.0linkCC BY 4.0
Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Podcast Rechstdschungeldelegal aspects, podcastUMR, UfU, GFBiomultipartCC BY-SA 4.0linkCC BY-SA 4.0
Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Episode 4 - Institutionelle Perspektivedelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkCC BY-SA 4.0
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.deGfI, legal aspectsUfU, GfI, GFBio, UMRtextCC BY 4.0linkCC BY 4.0
Hartman Scholz, Amber2023"Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022enDSI, Nagoya ProtocolDSMZvideoCC BY 3.0linkCC BY 3.0
Hartman Scholz, Amber2025What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD?enDSI, Nagoya ProtocolDSMZpresentationCC BY 4.0linkCC BY 4.0
Henrich, Jonathan2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2023Code for Data Science 4 Ecologists in R: The Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDAScodeMIT LicenselinkMIT License
Henrich, Jonathan2022Linear models 1 - The Normal distributionenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 2 - Introduction to the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 3 - Fitting a Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 4 - Parameter estimation in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 5 - Distribution of least squares estimates in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 6 - Inferences about parameters in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 7 - Fitting a Linear Model in R Example 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 8 - Fitting a Linear Model in R Example 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plotenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Henrich, Jonathan2022Linear models 11 - Checking assumptions of the Linear Model in R OutliersenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD API (now available via FloraWeb)deAPINetPhyD-Pflanzenapplication
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Jordan, Sabrina2025Introduction to Research Data ManagementenSeasonal School, HeFDIUniKassel, HeFDIpresentationCC BY 4.0linkCC BY 4.0
Josifek, Ruairi2025Polynomial Regression Analysis in R - PlaylistenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and TransformationsenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model FrameworkenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and LimitationsenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Jurburg, Stephanie2025MiCoDa and Datathons: Fostering Equitability in Sequence Data ReuseenBiodiversiTea, MiCoDaUFZvideoCC BY 3.0linkCC BY 3.0
Karam, Naouel2025Towards the NFDI4Biodiversity Knowledge Graph: Trait Data as a Use CaseenBiodiversiTeaInfAIvideoCC BY 3.0linkCC BY 3.0
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for BiodiversityenBioDivPortal, Tools & Services webinarInfAIvideoCC BY 3.0linkCC BY 3.0
Kipker, Dennis-Kenji2022Legal AspectsenSeasonal School, legal aspectsUniAugsburg, NFDI4HealthvideoCC BY 3.0linkCC BY 3.0
Kipker, Dennis-Kenji2022Legal framework of research data management with special focus on copyright law and data protection lawenSeasonal School, legal aspectsUniAugsburg, NFDI4HealthtextCC BY 4.0linkCC BY 4.0
Koblitz, Julia2024Der Digital Diversity Hub: Zentraler Zugang zu vernetzten biowissenschaftlichen DatenbankendeBiodiversiTeaDSMZvideoCC BY 3.0linkCC BY 3.0
Köpke, Robert2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählendeMapstoriesIfLvideoCC BY 3.0linkCC BY 3.0
Kostadinov, Ivaylo2025Basics of Data Management PlanningenSeasonal School, RDM basics, GFBio DMP-ToolGFBiovideoCC BY 3.0linkCC BY 3.0
Kostadinov, Ivaylo2025Data Management and Data Literacy in Biodiversity and Environmental SciencesenSeasonal School, RDM basicsGFBiovideoCC BY 3.0linkCC BY 3.0
Kostadinov, Ivaylo2026Der GFBio Data Submission & Brokerage Service – ein zentraler Zugang zum GFBio-DatenzentrennetzwerkdeBiodiversiTea, data pulicationGFBiovideoCC BY 3.0linkCC BY 3.0
Kostadinov, Ivaylo; Linares, Jimena2022Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiovideoCC BY 3.0linkCC BY 3.0
Kostadinov, Ivaylo; Tschink, Daniel2023Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4.0linkCC BY 4.0
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4.0linkCC BY 4.0
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4.0linkCC BY 4.0
Kusch, Erik2024NFDI4Biodiversity Seasonal SchoolenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROtext * code * imageCopyright © Erik Kusch 2025linkCopyright © Erik Kusch 2025
Kusch, Erik2025Investigating biodiversity data using open-access databasesenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROvideoCC BY 3.0linkCC BY 3.0
Kusch, Erik2025Investigating Biodiversity Data Using Open-Access DatabasesenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROpresentationCC BY 4.0linkCC BY 4.0
Leibniz-Institut DSMZ2023Playlist BacDive TutorialsenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2023BacDive Tutorial: Quick StartenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API IntroductionenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API Python PackageenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API R PackageenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2024StrainInfo, MediaDive and BacDive - Web services online workshopenBacDive, StrainInfo, MediaDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Linares, Jimena2024DMPS as part of local organisation, FAIRness and policy complianceenGFBio DMP-ToolGFBiopresentationCC BY 4.0linkCC BY 4.0
Linares, Jimena2024Data Management Planning and DMPsenGFBio DMP-ToolGFBiopresentationCC BY 4.0linkCC BY 4.0
Linares, Jimena; Oellermann, Michael; Eberhardt, Jan2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenGFBio Submission Service, PANGAEAGFBio, UniBremen-MARUMpresentationCC BY 4.0linkCC BY 4.0
Linares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceenGFBio DMP-ToolGFBiopresentationCC BY 4.0linkCC BY 4.0
Müller, Wolfgang2022Data Integration and AnnotationenOpenRefine, RightField, ReStoRunTHITSvideoCC BY 3.0linkCC BY 3.0
Müller, Wolfgang2024Three useful tools to get data in shapeenOpenRefine, RightField, ReStoRunTHITSpresentation * code * data setCC BY 4.0linkCC BY 4.0
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenOpenRefineHITSvideoCC BY 3.0linkCC BY 3.0
Müller, Wolfgang2025Three useful tools to get data in shape - RightFieldenRightFieldHITSvideoCC BY 3.0linkCC BY 3.0
Müller, Wolfgang2025Three useful tools to get data in shape - ReStoRunTenReStoRunTHITSvideoCC BY 3.0linkCC BY 3.0
Muñoz García, Melania2025The Nagoya Protocol in practiceenNagoya Protocol, DSIDSMZpresentationCC BY 4.0linkCC BY 4.0
Nattkemper, Tim2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der BiodiversitätsforschungdeBIIGLEBIBIvideoCC BY 3.0linkCC BY 3.0
NFDI4Biodiversity2023NFDI4Biodiversity Knowledge Baseen, deKnowledge BaseNFDI4Biodiversitymultipart
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NFDI4Biodiversity2026BiodiversiTea - Austauschen und Tee trinken - Playlistde, enBiodiversiTeaNFDI4Biodiversityvideo
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NFDI4Biodiversity2024NFDI4Biodiversity Tools & Services - Playlistde, enTools & ServicesNFDI4Biodiversityvideo
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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, Daniel2025Seasonal School 2024 - publications on ZenodoenSeasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEAGFBio, iDiv, UniOslo-NatHistMuseum, CICERO, HITS, ZMT, UniBremen-MARUM, UMR, UniLeipzig, Independent visualization specialist, UniJena, UniGöttingen-CIDASmultipart
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NFDI4Biodiversity; Engel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes2025Seasonal School 2024 - playlist of all video recordingsenSeasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEAGFBio, iDiv, UniOslo-NatHistMuseum, CICERO, HITS, UniBremen-MARUM, UniLeipzig, Independent visualization specialist, UniGöttingen-CIDASvideo
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NFDI4Biodiversity; Jordan, Sabrina; Kostadinov, Ivaylo; Linares Gómez, Jimena; Nozik, Alexandra; Schellenberger Costa, David; Scherer, Cédric; Singson, Lea Sophie; Tschink, Daniel2025Seasonal School 2025 - publications on ZenodoenSeasonal School, RDM basics, git, GitHub, R, Jupyter, GFBio DMP-Tool, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, GFBio Submission Service, PANGAEAUniKassel, HeFDI, GFBio, iDiv, UniLeipzig, ZMT, Independent visualization specialist, FIZ, FAIRagromultipart
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NFDI4Biodiversity; Jordan, Sabrina; Nozik, Alexandra; Singson, Lea SophieSeasonal School 2025 - playlist of all video recordingsenSeasonal School, RDM basics, legal aspects, Nagoya Protocol, data rights, geospatal data, GIS, QGIS, QfieldUniKassel, HeFDI, ZMT, FIZ, FAIRagrovideoCC BY 3.0linkCC BY 3.0
NFDI4Biodiversity; Kostadinov, Ivaylo; Linares Gómez, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022Winter School 2022 - publications on ZenodoenSeasonal School, RDM basics, GFBio DMP-Tool, legal aspects, taxonomic harmonization, PANGAEAGFBio, UMR, iDiv, UniBremen-MARUM, NFDI4Healthpresentation
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NFDI4Biodiversity; Kostadinov, Ivaylo; Linares Gómez, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022Winter School 2022 - playlist of all video recordingsenSeasonal School, RDM basics, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, PANGAEA GFBio, UniBremen-MARUM, iDiv, HITS, NFDI4Healthvideo
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Nozik, Alexandra2024Geospatial Data in Environmental Scienceengeospatial dataZMTpresentationCC BY 4.0linkCC BY 4.0
Nozik, Alexandra2025Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025enSeasonal School, Qfield, geospatial dataZMTpresentationCC BY 4.0linkCC BY 4.0
Oellermann, Michael2022Data Search: Publish your Research Data pt. 1enSeasonal School, PANGAEAUniBremen-MARUMvideoCC BY 3.0linkCC BY 3.0
Oellermann, Michael2022Data Search: Publish your Research Data pt. 2enSeasonal School, PANGAEAUniBremen-MARUMvideoCC BY 3.0linkCC BY 3.0
Oellermann, Michael2022Publishing Research Data in Open Access RepositoriesenSeasonal School, PANGAEAUniBremen-MARUMpresentation * textCC BY 4.0linkCC BY 4.0
Oellermann, Michael; Riemann-Campe, Kathrin2022PANGAEA Data Curation ChecklistenPANGAEAUniBremen-MARUMcode * computational notebookBSD 3-Clause LicenselinkBSD 3-Clause License
Ortwein, Tobias2026Introduction to versioning with Git and GitLabenGit, GitLab, version controlUMRvideoCC BY 3.0linkCC BY 3.0
Pauli, Matthias2025Data publication and archivingenSeasonal School, PANGAEAUniBremen-MARUMvideoCC BY 3.0linkCC BY 3.0
Ransby, Dana2023PANGAEA Data Curation ChecklistenPANGAEAUniBremen-MARUMcode * computational notebookBSD 3-Clause LicenselinkBSD 3-Clause License
Ransby, Daniela; Torres-Valdés, Sinhué2025Drifting data – From the Arctic ice floe to PANGAEA’s digital archiveenBiodiversiTea, MOSAiCPANGAEA, UniBremen, AWIvideoCC BY 3.0linkCC BY 3.0
Rehbein, Malte2024Historische Biodiversität: Analytische Einblicke in die bayerische Erhebung der Wirbeltierarten 1845deBiodiversiTeaUniPassauvideoCC BY 3.0linkCC BY 3.0
Riemann-Campe, Kathrin; Oellermann, Michael2024PANGAEA Data Curation ChecklistenPANGAEAUniBremen-MARUMcode * computational notebookBSD 3-Clause LicenselinkBSD 3-Clause License
Röder, Juliane2024Bulk formatting of questions in LiaScript formatenOnline-courseUMRmultipartCC BY 4.0linkCC BY 4.0
Röder, Juliane2024Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and servicesenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2024Introduction to research data managementenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2024Introduction to research data managementenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2024Introduction to research data managementenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2024NFDI4Biodiversity Training Materialsen
UMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2025Applied Research Data ManagementenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2025A (very brief) introduction to research data managementenRDM basicsUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane2026NFDI, NFDI4Biodiversity & eResearch support your research data managementenNFDIUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane; Fischer, Marlen; Tschink, Daniel2022Research Data Management for Biodiversity DataenHeFDIUMR, GFBiopresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun2023Template for the NFDI4Biodiversity & GfÖ Winter SchoolenSeasonal SchoolUMR, GFBiotextCC BY 4.0linkCC BY 4.0
Röder, Juliane; Frohne, Katharina; Tschink, Daniel2024Research Data Scary Tales - Biodiversity Editionen, deresearch data scary talesUMR, GFBiotextCC0linkCC0
Röder, Juliane; Lenze, Stefan; Ortwein, Tobias2025Introduction to Reseach Data ManagementenRDM basics, ELN, RDMO, Git, GitLab, JupyterHubUMRpresentationCC BY 4.0linkCC BY 4.0
Röder, Juliane; Scherreiks, Pascal; Dröst, Frederik; Dworczyk, Claudia; Gemeinholzer, Birgit; Reiners, Tobias Erik; Schwartz, Anna Lisa; Tschink, Daniel; Brand, Ortrun2024Workshopbericht Trainingsdatensätze und FDM-Trainingsmaterialdetraining data setsUMR, UniJena FSU, TUM, IÖR, UniKassel, DDA, HGON, GDA, GFBiotextCC BY 4.0linkCC BY 4.0
Röder, Juliane; Signer, Johannes2025NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024enSeasonal SchoolUMR, UniGöttingen-CIDAScode * datasetCC BY-NC 4.0linkCC 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, Daniel2025Template for the NFDI4Biodiversity & iDiv Seasonal School on Data Management in Ecology and Environmental Science 2024enSeasonal SchoolUMR, UniGöttingen-CIDAS, iDiv, UniJena FSU, UniOslo-NatHistMuseum, CICERO, HITS, ZMT, UniLeipzig, Independent visualization specialist, UniBremen-MARUMtextCC BY 4.0linkCC BY 4.0
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityenCoRDIUMR, GFBiotextCC BY 4.0linkCC BY 4.0
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityenCoRDIUMR, GFBiotextCC BY 4.0linkCC BY 4.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms - PlaylistenMiCoDa, statistics, RiDivvideo
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Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 1 - Statistical ModelingenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 2 - Bayesian PrinciplesenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 3 - Prior & Posterior DistributionsenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 4 - Linear ModelsenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 5 - Generalized Linear ModelsenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 6 - Linear Mixed ModelsenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 7 - Introduction to StanenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Rosenbaum, Benjamin2025Introduction to Bayesian Statistics in R & brms | Part 8 - ConclusionsenMiCoDa, statistics, RiDivvideoCC BY 3.0linkCC BY 3.0
Schellenberger Costa, David2024Taxonomic name resolutionentaxonomic harmonizationiDiv, UniLeipzigpresentation * text * code * data setCC BY 4.0linkCC BY 4.0
Schellenberger Costa, David2024Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigpresentation * computational notebook * data set * text * imageCC BY 4.0linkCC BY 4.0
Schellenberger Costa, David2025Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigvideoCC BY 3.0linkCC BY 3.0
Schellenberger Costa, David2025Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigpresentation * computational notebook * text * code * data set * imageCC BY 4.0linkCC BY 4.0
Scherer, Cédric2024Data Analysis & Visualisation According to FAIR PrinciplesenSeasonal School, data visualization, RIndependent visualization specialistpresentation * code * computational notebookCC BY 4.0linkCC BY 4.0
Scherer, Cédric2025Data analysis & visualisation According to FAIR principlesenSeasonal School, data visualization, RIndependent visualization specialistvideoCC BY 3.0linkCC BY 3.0
Scherer, Cédric2025Data Analysis & Visualisation According to FAIR PrinciplesenSeasonal School, data visualization, RIndependent visualization specialistpresentation * code * computational notebookCC BY 4.0linkCC BY 4.0
Schindler, Uwe2024Legal aspects in research data management: Data Licensing and CopyrightenSeasonal School, legal aspectsUniBremen-MARUMpresentationCC BY 4.0linkCC BY 4.0
Schindler, Uwe2025Legal aspects in research data management: data licensing and copyrightenSeasonal School, legal aspectsUniBremen-MARUMvideoCC BY 3.0linkCC BY 3.0
Schober, Isabel2023Code for BacDive Workshop 2023enBacDiveDSMZcodeMIT LicenselinkMIT License
Schöne, David; Thiel, Sven2024BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der DatenverwaltungdeBEXIS2, NFDI4Biodiversity Tools & Services webinarUniJena FSUvideoCC BY 3.0linkCC BY 3.0
Signer, Johannes2024FAIR tools and processes: Getting started with Jupyter & Git(Hub)enSeasonal School, git, GitHub, R, JupyterUniGöttingen-CIDASpresentationCC BY 4.0linkCC BY 4.0
Signer, Johannes2025FAIR tools and processes: Getting started with Jupyter & Git(Hub)enSeasonal School, git, GitHub, R, JupyterUniGöttingen-CIDASvideoCC BY 3.0linkCC BY 3.0
Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane2024Trainingsdatensätzedetraining data setsUniGöttingen-CIDAS, UniPotsdam, GFBio, UMRtext * imageCC BY 4.0linkCC BY 4.0
Singson, Lea Sophie2025'Tis the Season for Legal Reason - Resource Sharing and Data Rights NFDI4Biodiversity Seasonal School 2025enSeasonal School, legal aspectsFIZpresentationCC BY 4.0linkCC BY 4.0
Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel2025Datenschutz auf dem Silbertablett: Trainingsmaterialdelegal aspectsFAIRagro, NFDI4Earth, NFDI4Biodiversity, FIZ, ZB MED, GFZ, GFBiomultipartCC BY 4.0linkCC BY 4.0
Specht, Inga2025Das digitale Spiel “Project Pollination: A Buzzing Rescue” – Hintergründe und EntwicklungdeBiodiversiTea, serious gamesLIBvideoCC BY 3.0linkCC BY 3.0
Svoboda, Nikolai;Schmidt, Marcus 2025Das BonaRes-Repositorium für Boden- und ökologische DatensätzedeBiodiversiTeaZALF, FAIRagrovideoCC BY 3.0linkCC BY 3.0
Thiery, Florian20243D-Digitalisierung von archäologischen Objekten: Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4ObjectsdeBiodiversiTeaNFDI4Objects, LEIZAvideoCC BY 3.0linkCC BY 3.0
Triebel, Dagmar; et al.2023Management von Daten zu Personen und Organisationen – 44. Diversity Workbench WorkshopdeDWBSNSB, SNSB-IT, SNSB-BSM, LMU, NFDI4Biodiversity, GWDG, ZFMK/LIB, SMNS, FörTaxmultipart
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Tschink, Daniel; Ebert, Barbara; Brand, Ortrun2023NFDI4Biodiversity - Training and Education Reporten
GFBio, UMRtextCC BY 4.0linkCC BY 4.0
Tschink, Daniel; Kostadinov, Ivaylo2025The Life of Research Data: How to Keep It Organized and AccessibleenRDM basicsGFBiopresentationCC BY 4.0linkCC BY 4.0
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Training opportunitiesen
UMR, GFBiotext * imageCC BY 4.0linkCC BY 4.0
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Suggestions for training activitiesen
UMR, GFBiotext * imageCC BY 4.0linkCC BY 4.0
Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun2024TA1M4 Training & Educationen
UMR, GFBiotext * imageCC BY 4.0linkCC BY 4.0
Unseld, Thorsten2026Digitize the Planet – Offene Schutzgebietsinformationen für digitales AktivitätsmanagementdeBiodiversiTeaDigitize the PlanetvideoCC BY 3.0linkCC BY 3.0
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 BayerndeDWB, SIARDSNSB, GDA, SNSB.ITpresentationCC BY 4.0linkCC BY 4.0
Weiss, Markus2023Diversity Workbench Video TutorialsenDWBSNSB-ITvideo
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Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 1 - Rechte und Pflichten an Datendelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkCC BY-SA 4.0
Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 2 - Lizenzen im Umgang mit Forschungsdatendelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkCC BY-SA 4.0
Witschas, Tom; Brand, Ortrun; Tschink, Daniel2024Episode 3 - Nationale und internationale Regelwerke, UIG und Co.delegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkCC BY-SA 4.0
Wolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigmultipart * computational notebookCopyright © Sophie Wolf 2022 linkCopyright © Sophie Wolf 2022 
Wolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigtext * code * image * computational notebookCopyright © Sophie Wolf 2022 linkCopyright © Sophie Wolf 2022 






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