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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
Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri2024VAT documentation
Wolf, Sophie2022Jupyter Workshop Winterschool 2022
entext * code * image
All rights reserved

link
Engel, Judith; Pauli, Matthias
Botanic Garden and Botanical Museum Berlin2025
Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEA
OpenRefine Training Dataset based on a subset of the BGBM Herbariumen
video
textCC BY
3
4.0link
Figueiredo, Ludmilla2025Publishing your (R) workflow: How to get started and where to go nextenvideoCC BY 3.0linkFitjer, Sören2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]envideoCC BY 3.0linkFitjer, Sören2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenvideoCC BY 3.0linkFitjer, Sören2022Linear models 2 - Introduction to the Linear ModelenvideoCC BY 3.0linkFitjer, Sören2022Linear models 11 - Checking assumptions of the Linear Model in R OutliersenvideoCC BY 3.0linkFitjer, Sören2022Linear models 5 - Distribution of least squares estimates in the Linear ModelenvideoCC BY 3.0linkFitjer, Sören2022Linear models 7 - Fitting a Linear Model in R Example 1
Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin2024Network centrality indices for freshwater fish speciesencode
link
Dümpelmann, Henri2024Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfachtdevideo
link
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; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes2025NFDI4Biodiversity & iDiv Seasonal School 2024 - Playlistenvideo
link
Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc2025Publish Biodiversity Data: The GFBio Data Submission and Brokerage ServiceenpresentationCC BY 4.0link
Engel, Judith; Pauli, Matthias2025Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEAenvideoCC BY 3.0link
Fitjer
Fichtmueller,
Sören
David
2022
2025
Linear models 8 - Fitting a Linear Model in R Example 2en
OpenRefine - Hands Ondepresentation
video
CC BY
3
4.0link
Fitjer
Figueiredo,
Sören
Ludmilla
2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plot
2025Publishing your (R) workflow: How to get started and where to go nextenvideoCC BY 3.0link
Fitjer
Figueiredo,
Sören
Ludmilla
2022Linear models 6 - Inferences about parameters in the Linear Model
2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter Schoolen
video
codeCC BY
3
4.0link
Fitjer
Figueiredo,
Sören
Ludmilla
2022Linear models 1 - The Normal distribution
2024Publishing your (R) workflow: How to get started and where to go nexten
video
presentationCC BY
3
4.0link
Fitjer, Sören2022Linear models 4 - Parameter estimation in the Linear Modelenvideo
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023NFDI4Biodiversity Self-Study Unit - Research Data Management for Biodiversity DataentextCC BY 4
CC BY 3
.0link
Fitjer, Sören2022Linear models 3 - Fitting a Linear ModelenvideoCC BY 3.0linkGerber, Nina2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]envideoCC BY 3.0linkGerber, Nina2021Data preparation - Tidy Data part 2envideoCC BY 3.0linkGerber, Nina2022Importing Data into R Structuring and summarizing Data - Tidy Data 4
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
Fitjer, Sören2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]envideoCC BY 3.0link
Gerber
Fitjer,
Nina
Sören
2021Importing data in R - Tidy Data part 3
2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenvideoCC BY 3.0link
Gerber
Fitjer,
Nina
Sören
2021
2022Linear models 2 - Introduction to
Tidy data - Tidy Data part 1
the Linear ModelenvideoCC BY 3.0link
GFBio; Gerber, Nina;
Fitjer, Sören2022
Data Science 4 Ecologists
Linear models 11 - Checking assumptions of the Linear Model in R OutliersenvideoCC BY 3.0link
Grenié
Fitjer,
Matthias
Sören2022
Taxonomic Harmonization
Linear models 5 - Distribution of least squares estimates in the Linear ModelenvideoCC BY 3.0link
Hartman Scholz
Fitjer,
Amber
Sören
2023"Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022
2022Linear models 7 - Fitting a Linear Model in R Example 1envideoCC BY 3.0link
Josifek
Fitjer,
Ruairi
Sören
2025Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and Limitations
2022Linear models 8 - Fitting a Linear Model in R Example 2envideoCC BY 3.0link
Josifek
Fitjer,
Ruairi
Sören
2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model Framework
2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plotenvideoCC BY 3.0link
Josifek
Fitjer,
Ruairi
Sören
2025Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and Transformations
2022Linear models 6 - Inferences about parameters in the Linear ModelenvideoCC BY 3.0link
Josifek
Fitjer,
Ruairi
Sören
2025Polynomial Regression Analysis in R - Playlist
2022Linear models 1 - The Normal distributionenvideoCC BY 3.0link
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for Biodiversity
Fitjer, Sören2022Linear models 4 - Parameter estimation in the Linear ModelenvideoCC BY 3.0link
Kipker
Fitjer,
Dennis-Kenji
Sören2022
Legal Aspects
Linear models 3 - Fitting a Linear ModelenvideoCC BY 3.0link
Köpke
Gerber,
Robert
Nina
2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählen
2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]en
de
videoCC BY 3.0link
Kostadinov
Gerber,
Ivaylo
Nina
2025Basics of Data Management Planning
2021Data preparation - Tidy Data part 2envideoCC BY 3.0link
Kostadinov
Gerber,
Ivaylo
Nina
2025
2022Importing Data
Management
into R Structuring and
Data Literacy in Biodiversity and Environmental Sciences
summarizing Data - Tidy Data 4envideoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena2022
Gerber, Nina2021Importing data in R - Tidy Data part 3
Data Management and Data Literacy
envideoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022
Gerber, Nina2021Introduction to Tidy data - Tidy Data part 1
Winter School Lectures - Playlist
envideoCC BY 3.0link
Kusch
Gerber,
Erik
Nina
2025Investigating biodiversity data using open-access databases
2022Data Science for Ecologists in R - TidyDataen
videoCC BY 3.0link
code
link
GFBio; Gerber, Nina; Fitjer, Sören2022Data Science 4 Ecologists in R
Leibniz-Institut DSMZ2023Playlist BacDive Tutorials
envideoCC BY 3.0link
Leibniz-Institut DSMZ
Grenié, Matthias2022
BacDive Tutorial: API R Package
Taxonomic HarmonizationenvideoCC BY 3.0link
Leibniz-Institut DSMZ
Grenié, Matthias2022
BacDive Tutorial: API Introduction
Taxonomic Harmonization: a problem you didn't know you had!en
video
textCC BY
3
4.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API Python PackageenvideoCC BY 3.0linkLeibniz-Institut DSMZ2024StrainInfo, MediaDive and BacDive - Web services online workshopenvideoCC BY 3.0linkLeibniz-Institut DSMZ2023BacDive Tutorial: Quick StartenvideoCC BY 3.0linkMüller, Wolfgang2025Three useful tools to get data in shape - ReStoRunT
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
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, Amber2023"Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022envideoCC BY 3.0link
Müller
Hartman Scholz,
Wolfgang
Amber
2022
2025What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD?
Data Integration and Annotation
en
video
presentationCC BY
3
4.0link
Müller
Henrich,
Wolfgang
Jonathan
2025Three useful tools to get data in shape - RightFieldenvideoCC BY 3.0link
2023Code for Data Science 4 Ecologists in R: The Linear Modelencode
link
Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD APIdecode
link
Jordan, Sabrina2025Introduction to Research Data ManagementenpresentationCC BY 4
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenvideoCC BY 3
.0link
Nattkemper
Josifek,
Tim
Ruairi
2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der Biodiversitätsforschung
2025Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and Limitationsen
de
videoCC BY 3.0link
Oellermann
Josifek,
Michael
Ruairi
2022Data Search: Publish your Research Data pt. 1
2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model FrameworkenvideoCC BY 3.0link
Oellermann
Josifek,
Michael
Ruairi
2022Data Search: Publish your Research Data pt. 2
2025Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and TransformationsenvideoCC BY 3.0link
Pauli
Josifek,
Matthias
Ruairi2025
Data publication and archiving
Polynomial Regression Analysis in R - PlaylistenvideoCC BY 3.0link
Schellenberger Costa, David2025
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for Biodiversity
Taxonomic name harmonization
envideoCC BY 3.0link
Scherer
Kipker,
Cédric
Dennis-Kenji
2025Data analysis & visualisation According to FAIR principles
2022Legal AspectsenvideoCC BY 3.0link
Schindler
Kipker, Dennis-Kenji2022
2025
Legal
aspects in
framework of research data management
: data licensing and copyright
with special focus on copyright law and data protection lawen
video
textCC BY
3
4.0link
Schöne
Köpke,
David; Tschink
Robert2024
BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der Datenverwaltung
Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählendevideoCC BY 3.0link
Signer
Kostadinov,
Johannes
Ivaylo2025
FAIR tools and processes: Getting started with Jupyter & Git(Hub)en
Basics of Data Management PlanningenvideoCC BY 3.0link
Thiery
Kostadinov,
Florian
Ivaylo
2024Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4Objects
2025Data Management and Data Literacy in Biodiversity and Environmental Sciencesen
de
videoCC BY 3.0link
Botanic Garden and Botanical Museum Berlin2025OpenRefine Training Dataset based on a subset of the BGBM Herbariumentext
Kostadinov, Ivaylo; Linares, Jimena2022Data Management and Data LiteracyenvideoCC BY 3
CC BY 4
.0link
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ)2025Exploring Spatial and Biodiversity Data with Python and JupyterLabenmultipart
Kostadinov, Ivaylo; Linares, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022Winter School Lectures - PlaylistenvideoCC BY 3
CC BY 4
.0link
Dworczyk
Kostadinov,
Claudia
Ivaylo;
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 v1.8.0en
Tschink, Daniel2023Data Management and Data Literacyenpresentation
text
CC BY 4.0link
Engel, Judith
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena
; Kostadinov, Ivaylo; Weber, Marc
2025
Publish Biodiversity Data: The GFBio Data Submission and Brokerage Service
Data Management and Data LiteracyenpresentationCC BY 4.0link
Fichtmueller, David
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025
OpenRefine - Hands On
Data Management and Data Literacyen
de
presentationCC BY 4.0link
Figueiredo
Kusch,
Ludmilla
Erik
2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter School
2025Investigating biodiversity data using open-access databasesen
code
videoCC BY
4
3.0link
Figueiredo
Kusch,
Ludmilla
Erik2024
Publishing your (R) workflow: How to get started and where to go next
Investigating Biodiversity Data Using Open-Access DatabasesenpresentationCC 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 4.0linkGrenié, Matthias2022Taxonomic Harmonization: a problem you didn't know you had!entextCC BY 4.0linkGrünberger, 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 4.0linkHartman Scholz, Amber2025What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD?enpresentationCC BY 4.0linkJordan, Sabrina2025Introduction to Research Data ManagementenpresentationCC BY 4.0linkKipker, Dennis-Kenji2022Legal framework of research data management with special focus on copyright law and data protection lawentextCC BY 4.0linkKostadinov, Ivaylo; Tschink, Daniel2023
Kusch, Erik2025Investigating Biodiversity Data Using Open-Access DatabasesenpresentationCC BY 4.0link
Kusch, Erik2024NFDI4Biodiversity Seasonal Schoolentext * code * imagelink
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
Linares, Jimena2024DMPS as part of local organisation, FAIRness and policy compliance
Data Management and Data Literacy
enpresentationCC BY 4.0link
Kostadinov, Ivaylo; Tschink, Daniel;
Linares
Gómez
, Jimena
2025
2024Data Management Planning and
Data Literacy
DMPsenpresentationCC BY 4.0link
Kostadinov
Linares,
Ivaylo
Jimena;
Tschink
Oellermann,
Daniel
Michael;
Linares Gómez
Eberhardt,
Jimena
Jan
2025Data Management and Data Literacyen
2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenpresentationCC BY 4.0link
Kusch, Erik2024Investigating Biodiversity Data Using Open-Access Databases
Linares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceenpresentationCC BY 4.0link
Kusch
Müller,
Erik
Wolfgang2025
Investigating Biodiversity Data Using Open-Access Databases
Three useful tools to get data in shape - ReStoRunTen
presentation
videoCC BY
4
3.0link
Linares
Müller,
Jimena
Wolfgang
2024DMPS as part of local organisation, FAIRness and policy compliance
2022Data Integration and Annotationen
presentation
videoCC BY
4
3.0link
Linares
Müller,
Jimena
Wolfgang
2024Data Management Planning and DMPs
2025Three useful tools to get data in shape - RightFielden
presentation
videoCC BY
4
3.0link
Linares, Jimena; Oellermann, Michael; Eberhardt, Jan2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenpresentationCC BY 4.0linkLinares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceenpresentation
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenvideoCC BY 3
CC 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
Nattkemper,
Alexandra
Tim
2025Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity &
2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der BiodiversitätsforschungdevideoCC BY 3.0link
NFDI4Biodiversity2023NFDI4Biodiversity Knowledge Baseen, demultipart
link
NFDI4Biodiversity2022Winter School Lectures - Slidesenpresentation
link
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, Michael2022
Publishing
Data Search: Publish your Research Data
in Open Access Repositories
pt. 1envideoCC BY
4
3.0link
Röder
Oellermann,
Juliane
Michael
2024Bulk formatting of questions in LiaScript format
2022Data Search: Publish your Research Data pt. 2en
multipart
videoCC BY
4
3.0link
Röder
Oellermann,
Juliane
Michael
2024Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and services
2022Publishing Research Data in Open Access Repositoriesen
presentation
videoCC BY 4.0link
Röder, Juliane2024Introduction to research data management
Oellermann, Michael; Riemann-Campe, Kathrin2022PANGAEA Data Curation Checklisten
presentationCC BY 4.0
multipart
link
Röder
Pauli,
Juliane
Matthias
2024Introduction to research data management
2025Data publication and archivingen
presentation
videoCC BY
4
3.0link
Röder, Juliane
Riemann-Campe, Kathrin; Oellermann, Michael2024
Introduction to research data management
PANGAEA Data Curation Checklisten
presentation
code
link
Röder, Juliane2024Bulk formatting of questions in LiaScript formatenmultipartCC BY 4.0link
Röder, Juliane2024
NFDI4Biodiversity Training Materials
Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and servicesenpresentationCC BY 4.0link
Röder, Juliane
2025
2024Introduction to research data management
Applied Research Data Management
enpresentationCC BY 4.0link
Röder, Juliane
2025A (very brief) introduction
2024Introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane
; Fischer, Marlen; Tschink, Daniel2022Research Data Management for Biodiversity Data
2024Introduction to research data managementenpresentationCC BY 4.0link
Röder, Juliane
; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun2023Template for the NFDI4Biodiversity & GfÖ Winter School
2024NFDI4Biodiversity Training Materialsen
text
presentationCC 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-Trainingsmaterialde
2025Applied 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 Dataenpresentation
text
CC BY 4.0link
Röder, Juliane;
Signer
Fischer,
Johannes
Marlen;
Scherreiks
Tschink,
Pascal
Daniel;
Figueiredo, Ludmilla; Kusch, Erik; Linares Gómez, Jimena; Müller, Wolfgang; Nozik, Alexandra; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Tschink, Daniel
Brand, Ortrun2023
2025
Template for the NFDI4Biodiversity &
iDiv Seasonal School on Data Management in Ecology and Environmental Science 2024
GfÖ Winter SchoolentextCC BY 4.0link
Röder, Juliane; Frohne, Katharina; Tschink, Daniel
; Brand, Ortrun
2025
2024
Effective
Research Data
Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversity
Scary Tales - Biodiversity Editionen, detextCC0
entextCC BY 4.0
link
Röder, Juliane;
Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityentextCC BY 4.0link
Scherreiks, Pascal; Dröst, Frederik; Dworczyk, Claudia; Gemeinholzer, Birgit; Reiners, Tobias Erik; Schwartz, Anna Lisa; Tschink, Daniel; Brand, Ortrun2024Workshopbericht Trainingsdatensätze und FDM-Trainingsmaterialdetext
Schellenberger Costa, David2024Taxonomic name harmonizationenmultipart
CC BY 4.0link
Schellenberger Costa, David2025Taxonomic name harmonizationenmultipartCC BY
Röder, Juliane; Signer, Johannes2025NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024encode * datasetCC BY-NC 4.0link
Schellenberger Costa, David2024Taxonomic name resolutionentext * code * imageCC BY 4.0linkScherer, Cédric2024Data Analysis & Visualisation According to FAIR Principlesen
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 2024entext
multipart
CC BY 4.0link
Scherer, Cédric
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025
Data Analysis & Visualisation According to FAIR Principles
Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversityen
multipart
textCC BY 4.0link
Schindler, Uwe2024Legal aspects in research data management: Data Licensing and Copyrighten
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4Biodiversityentext
presentation
CC BY 4.0link
Signer, Johannes2024FAIR tools and processes: Getting started with Jupyter & Git(Hub)enpresentation
Saeedi, Hani2022
encode
link
Schellenberger Costa, David2025Taxonomic name harmonizationenvideoCC BY 3
CC BY 4
.0link
Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane
Schellenberger Costa, David2024
Trainingsdatensätze
Taxonomic name harmonization
de
en
text * image
multipartCC BY 4.0link
Tschink, Daniel; Ebert, Barbara; Brand, Ortrun2023
Schellenberger Costa, David2025Taxonomic name harmonizationenmultipartCC BY 4.0link
Schellenberger Costa, David2024Taxonomic name resolution
NFDI4Biodiversity - Training and Education Report
entext * code * imageCC BY 4.0link
Tschink, Daniel; Kostadinov, Ivaylo
Scherer, Cédric2025
The Life of Research Data: How to Keep It Organized and Accessible
Data analysis & visualisation According to FAIR principlesen
presentation
videoCC BY
4
3.0link
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Training opportunitiesen
Scherer, Cédric2024Data Analysis & Visualisation According to FAIR Principlesenmultipart
text * image
CC BY 4.0link
Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Suggestions for training activitiesen
Scherer, Cédric2025Data Analysis & Visualisation According to FAIR Principlesenmultipart
text * image
CC BY 4.0link
Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun2024TA1M4 Training & Educationentext * imageCC BY 4
Schindler2025Legal aspects in research data management: data licensing and copyrightenvideoCC BY 3.0link
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 Bayern
Schindler, Uwe2024Legal aspects in research data management: Data Licensing and Copyrighten
de
presentationCC BY 4.0link
Röder, Juliane; Signer, Johannes2025NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024encode * datasetCC BY-NC 4.0linkFischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2025NFDI4Biodiversity Self-Paced Online Course - Research Data Management for Biodiversity DataenmultipartCC BY-SA 4.0linkFischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2024Research Data Management for Biodiversity DataenmultipartCC BY-SA 4.0linkFischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun2023Research Data Management for Biodiversity Dataentext * image * codeCC BY-SA
Schober, Isabel2023Code for BacDive Workshop 2023enapplication
link
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
Signer, Johannes2024FAIR tools and processes: Getting started with Jupyter & Git(Hub)enpresentationCC BY 4.0link
Grünberger
Signer,
Tom
Johannes;
Ebert
Schlägel,
Barbara
Ulrike;
Brand
Tschink,
Ortrun
Daniel;
Tschink
Röder,
Daniel
Juliane2024
Episode 4 - Institutionelle Perspektive
Trainingsdatensätzede
audio
text * imageCC BY
-SA
4.0link
Grünberger, Tom; Ebert, Barbara; Brand, Ortrun
Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel
2024
2025TrainingsmaterialDatenschutz auf dem Silbertablett
Podcast Rechstdschungel
demultipart
CC BY-SA 4

link
Thiery, Florian2024Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4ObjectsdevideoCC BY 3.0link
Witschas
Triebel,
Tom; Brand, Ortrun; Tschink, Daniel
Dagmar; et al.2023
Episode 1 - Rechte und Pflichten an Daten
Management von Daten zu Personen und Organisationen – 44. Diversity Workbench Workshopde
audioCC BY-SA 4.0link
multipart
link
Tschink, Daniel; Ebert, Barbara
Witschas, Tom
; Brand, Ortrun
; Tschink, Daniel
2023
Episode 2 - Lizenzen im Umgang mit Forschungsdatende
NFDI4Biodiversity - Training and Education Reportentext
audio
CC BY
-SA
4.0link
Witschas
Tschink,
Tom
Daniel;
Brand, Ortrun; Tschink, Daniel2024Episode 3 - Nationale und internationale Regelwerke, UIG und Co.deaudioCC BY-SA
Kostadinov, Ivaylo2025The Life of Research Data: How to Keep It Organized and AccessibleenpresentationCC BY 4.0link
Tschink, Daniel; Röder, Juliane;
Frohne
Fischer,
Katharina
Marlen;
Tschink
Brand,
Daniel
Ortrun
2024Research Data Scary Tales - Biodiversity Edition
2022Training opportunitiesen
, de
text
* imageCC BY 4.0
CC0
link
2025List of all Seasonal School 2024 publications on Zenodoenmultipartlink2025Playlist of all Seasonal School 2024 video recordingsenvideolinkBeilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri2024VAT documentation
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 *
code *
image
linkDomisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin2024Network centrality indices for freshwater fish speciesencodelinkDümpelmann, Henri2024Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfachtdevideolinkEngel, Judith; Figueiredo, Ludmilla; Kostadinov, Ivaylo; Kusch, Erik; Müller, Wolfgang; Pauli, Matthias; Schellenberger Costa, David; Scherer, Cédric; Schindler, Uwe; Signer, Johannes2025NFDI4Biodiversity & iDiv Seasonal School 2024 - PlaylistenvideolinkGerber, Nina2022Data Science for Ecologists in R - TidyDataencodelinkHenrich, Jonathan2023Code for Data Science 4 Ecologists in R: The Linear ModelencodelinkJansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD APIdecodelinkKusch, Erik2024NFDI4Biodiversity Seasonal Schoolentext * code * imagelinkNFDI4Biodiversity2023NFDI4Biodiversity Knowledge Baseen, demultipartlinkNFDI4Biodiversity2022Winter School Lectures - SlidesenpresentationlinkOellermann, Michael; Riemann-Campe, Kathrin2022PANGAEA Data Curation ChecklistenmultipartlinkRiemann-Campe, Kathrin; Oellermann, Michael2024PANGAEA Data Curation ChecklistencodelinkSaeedi, Hani2022encodelinkSchober, Isabel2023Code for BacDive Workshop 2023encodelinkSingson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel2025TrainingsmaterialDatenschutz auf dem SilbertablettdemultipartlinkTriebel, Dagmar; et al.2023Management von Daten zu Personen und Organisationen – 44. Diversity Workbench Workshopdemultipartlink
CC 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
Weiss, Markus2023Diversity Workbench Video Tutorialsenvideo
link
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
Wolf, Sophie2022Jupyter Workshop Winterschool 2022enmultipartAll rights reservedlink
Wolf, Sophie2022Jupyter Workshop Winterschool 2022entext * code * imageAll rights reservedlink

2025List of all Seasonal School 2024 publications on Zenodoenmultipart
link

2025Playlist of all Seasonal School 2024 video recordings
Weiss, Markus2023Diversity Workbench Video Tutorials
envideo
link


NFDI4Biodiversity Training Resources (last update: 2025-11-17):