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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 v1.34, https://doi.org/10.5281/zenodo.1152102917871138). Then we can add your resources to our curated list of external resources! Please consider submitting to to DALIA directly. We can then add your resources to our list of recommended training materials.

Table Excerpt
namenfdi4biodiversity training ressources_resources
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, BiodiversiTeaUMRvideo
link
CC 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)
; 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
enIOER Monitor, geospatial data, Jupyter,
training data sets
PythonIÖRcomputational notebook * multipartMIT License, CC 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 - PlaylistenSeasonal School, RDM basics, GFBio DMP-Tool, git, GitHub, R, Jupyter, GBIF, ECMWF, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, data visualization, reproducible workflows, GFBio Submission Service, PANGAEAGFBio, UMR, iDiv, UniJena, UniGöttingen-CIDAS, UniOslo-NatHistMuseum, CICERO, UniBremen-MARUM, ZMT, UniLeipzig, HITS, Independent visualization specialistvideolink
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, 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 4.0link
Figueiredo, Ludmilla
CC BY 4.0
Fichtmueller, David2025
Publishing your (R) workflow: How to get started and where to go next
OpenRefine I: Cleaning Messy Data with Easeen
Seasonal School
OpenRefine,
reproducible workflows
WiNoDa
iDiv
BGBM
video
presentationCC BY
3
4.0link
Figueiredo, Ludmilla2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter SchoolenSeasonal School, reproducible workflowsiDivcodeCC BY 4.0
CC BY 4.0
Fichtmueller, David2026OpenRefine I: Cleaning Messy Data with EaseenOpenRefine, WiNoDaBGBMvideoCC BY 3.0linkCC BY 3.0
link
Figueiredo, Ludmilla2024Publishing your (R) workflow: How to get started and where to go nextenSeasonal School, reproducible workflowsiDivpresentationCC BY 4.0link
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 4.0linkFischer,
CC 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, Ortrun
2025
2023NFDI4Biodiversity Self-
Paced Online Course
Study Unit - Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSB
multipart
textCC BY
-SA
4.0linkCC BY 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun
2024
2023Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSB
multipart
text * image * codeCC BY-SA 4.0linkCC BY-SA 4.0
Fischer, Marlen; Röder, Juliane; Signer, Johannes; Tschink, Daniel; Weibulat, Tanja; Brand, Ortrun
2023
2024Research Data Management for Biodiversity DataenOnline-course, RDM basicsUMR, GFBio, UniGöttingen-CIDAS, SNSB
text * image * code
multipartCC BY-SA 4.0link
Fitjer, Sören2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkFitjer, Sören2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenData Science 4 Ecologists in R
CC 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, UniJena
UniGöttingen-CIDAS
videoCC BY 3.0link
Fitjer, Sören2022Linear models 2 - Introduction to the Linear Model
CC BY 3.0
Gerber, Nina; Henrich, Jonathan2022Data Science 4 Ecologists in RenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Fitjer, Sören2022Linear models 11 - Checking assumptions of the Linear Model in R Outliers
CC 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 3.0link
Fitjer, Sören
CC BY 3.0
Gerber, Nina2022
Linear models 5 - Distribution of least squares estimates in the Linear Model
Data Science for Ecologists in R - TidyDataenData Science 4 Ecologists in RUniGöttingen-CIDAS
video
codeCopyright © Nina Gerber 2022
CC BY 3.0
link
Fitjer, Sören2022Linear models 7 - Fitting a Linear Model in R Example
Copyright © Nina Gerber 2022
Gerber, Nina2021Introduction to Tidy data - Tidy Data part 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Fitjer, Sören2022Linear models 8 - Fitting a Linear Model in R Example
CC BY 3.0
Gerber, Nina2021Data preparation - Tidy Data part 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Fitjer, Sören2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plot
CC BY 3.0
Gerber, Nina2021Importing data in R - Tidy Data part 3enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Fitjer, Sören
CC BY 3.0
Gerber, Nina2022
Linear models 6 - Inferences about parameters in the Linear Model
Importing Data into R Structuring and summarizing Data - Tidy Data 4enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Fitjer, Sören
CC BY 3.0
Grenié, Matthias2022
Linear models 1 - The Normal distribution
Taxonomic Harmonizationen
Data Science 4 Ecologists in R
Seasonal School, taxonomic harmonizationiDiv
UniGöttingen-CIDAS
videoCC BY 3.0link
Fitjer, Sören2022Linear models 4 - Parameter estimation in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkFitjer, Sören2022Linear models 3 - Fitting a Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2021Data preparation - Tidy Data part 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2022Importing Data into R Structuring and summarizing Data - Tidy Data 4enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2021Importing data in R - Tidy Data part 3enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2021Introduction to Tidy data - Tidy Data part 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGerber, Nina2022Data Science for Ecologists in R - TidyDataenData Science 4 Ecologists in RUniGöttingen-CIDAScodelink
CC 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
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
Grünberger, Tom;
Gerber, Nina; Fitjer, Sören2022Data Science 4 Ecologists in RenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0linkGrenié, Matthias2022Taxonomic HarmonizationenSeasonal School, taxonomic harmonizationiDivvideoCC BY 3.0linkGrenié, Matthias2022Taxonomic Harmonization: a problem you didn't know you had!enSeasonal School, taxonomic harmonizationiDivtextCC BY 4.0linkGrünberger, Tom;
Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Episode 4 - Institutionelle Perspektivedelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkCC BY-SA 4.0
Grünberger, Tom;
Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Podcast Rechstdschungeldelegal aspects, podcastUMR, UfU, GFBiomultipartCC BY-SA 4.0linkGrünberger, Tom; GFBio - Gesellschaft für Biologische
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 aspects
UMR
UfU,
UfU
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, Jonathan
2023
2022
Code for
Data Science
4 en
for Ecologists in R:
The Linear Model
Linear Models – Self-Learning Video Series [GFBio]en
Data Science 4 Ecologists in RUniGöttingen-CIDAS
videoCC BY 3.0
code
link
Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD API (now available via FloraWeb)deAPINetPhyD-PflanzenapplicationlinkJordan, Sabrina2025Introduction to Research Data ManagementenSeasonal School, HeFDIUniKassel, HeFDIpresentationCC BY 4.0linkJosifek, Ruairi2025Polynomial Regression Analysis in R: Part 3 - Variance Partitioning and Limitations
CC 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 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model Framework
CC BY 3.0
Henrich, Jonathan2022Linear models 3 - Fitting a Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 2 - Statistical Assumptions and Transformations
CC BY 3.0
Henrich, Jonathan2022Linear models 4 - Parameter estimation in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Josifek, Ruairi2025
CC BY 3.0
Henrich, Jonathan2022Linear models 5 - Distribution of least squares estimates in the Linear Model
Polynomial Regression Analysis in R - Playlist
enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for BiodiversityenBioDivPortal, Tools & Services webinar
CC BY 3.0
Henrich, Jonathan2022Linear models 6 - Inferences about parameters in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDAS
InfAI
videoCC BY 3.0link
Kipker, Dennis-Kenji2022Legal AspectsenSeasonal School, legal aspects
CC BY 3.0
Henrich, Jonathan2022Linear models 7 - Fitting a Linear Model in R Example 1enData Science 4 Ecologists in RUniGöttingen-CIDAS
UniAugsburg, NFDI4Health
videoCC BY 3.0link
Kipker, Dennis-Kenji2022Legal framework of research data management with special focus on copyright law and data protection lawenSeasonal School, legal aspectsUniAugsburg, NFDI4HealthtextCC BY 4.0linkKöpke, Robert2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählendeMapstoriesIfLvideoKostadinov
CC 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
link
Henrich,
Ivaylo
Jonathan
2025Basics of Data Management PlanningenSeasonal School, RDM basics, GFBio DMP-ToolGFBio
2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
Kostadinov, Ivaylo2025Data Management and Data Literacy in Biodiversity and Environmental SciencesenSeasonal School, RDM basics
CC BY 3.0
Henrich, Jonathan2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plotenData Science 4 Ecologists in RUniGöttingen-CIDAS
GFBio
videoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena2022Data Management and Data LiteracyenSeasonal School, RDM basics
CC BY 3.0
Henrich, Jonathan2022Linear models 11 - Checking assumptions of the Linear Model in R OutliersenData Science 4 Ecologists in RUniGöttingen-CIDAS
GFBio
videoCC BY 3.0link
Kostadinov, Ivaylo; Linares, Jimena; Kipker, Dennis-Kenji; Grenié, Matthias; Müller, Wolfgang; Oellermann, Michael2022Winter School Lectures - PlaylistenSeasonal School, RDM basics, legal aspects, taxonomic harmonization, OpenRefine, RightField, ReStoRunT, PANGAEA GFBio, UniBremen-MARUM, iDiv, HITS, NFDI4Biodiversity, NFDI4HealthvideoCC BY 3.0linkKostadinov, Ivaylo; Tschink, Daniel2023
CC BY 3.0
Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD API (now available via FloraWeb)deAPINetPhyD-Pflanzenapplication
link
Jordan, Sabrina2025Introduction to Research Data Management
Data Management and Data Literacy
enSeasonal School,
RDM basics
HeFDIUniKassel, HeFDI
GFBio
presentationCC BY 4.0link
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4.0linkKostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4.0linkKusch, Erik2025Investigating biodiversity data using open-access databasesenSeasonal School, GBIF, ECMWF
CC 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-CIDAS
UniOslo-NatHistMuseum, CICERO
videoCC BY 3.0link
Kusch, Erik2024Investigating Biodiversity Data Using Open-Access DatabasesenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROpresentation
CC BY 3.0
Josifek, Ruairi2025Polynomial Regression Analysis in R: Part 1 - Introduction and Model FrameworkenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3
CC BY 4
.0link
Kusch, Erik2025Investigating Biodiversity Data Using Open-Access DatabasesenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROpresentationCC BY 4.0linkKusch, Erik2024NFDI4Biodiversity Seasonal SchoolenSeasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROtext * code * imagelinkLeibniz-Institut DSMZ2023Playlist BacDive TutorialsenBacDiveDSMZ
CC 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 3.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API R PackageenBacDive
DSMZvideo
CC BY 3.0
linkLeibniz-Institut DSMZ2022BacDive Tutorial: API Introduction
Karam, Naouel2025Towards the NFDI4Biodiversity Knowledge Graph: Trait Data as a Use Caseen
BacDive
BiodiversiTea
DSMZ
InfAIvideoCC BY 3.0link
Leibniz-Institut DSMZ2022BacDive Tutorial: API Python PackageenBacDive
CC BY 3.0
Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for BiodiversityenBioDivPortal, Tools & Services webinarInfAI
DSMZ
videoCC BY 3.0link
Leibniz-Institut DSMZ2024StrainInfo, MediaDive and BacDive - Web services online workshopenBacDive, StrainInfo, MediaDiveDSMZ
CC BY 3.0
Kipker, Dennis-Kenji2022Legal AspectsenSeasonal School, legal aspectsUniAugsburg, NFDI4HealthvideoCC BY 3.0link
Leibniz-Institut DSMZ2023BacDive Tutorial: Quick StartenBacDiveDSMZvideoCC BY 3.0linkLinares, Jimena2024DMPS as part of local organisation, FAIRness and policy complianceenGFBio DMP-ToolGFBiopresentationLinares
CC 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
link
Koblitz,
Jimena
Julia2024
Data Management Planning and DMPsenGFBio DMP-ToolGFBiopresentation
Der Digital Diversity Hub: Zentraler Zugang zu vernetzten biowissenschaftlichen DatenbankendeBiodiversiTeaDSMZvideoCC BY 3
CC BY 4
.0link
Linares, Jimena; Oellermann, Michael; Eberhardt, Jan2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenGFBio Submission Service, PANGAEAGFBio, UniBremen-MARUMpresentation
CC BY 3.0
Köpke, Robert2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählendeMapstoriesIfLvideoCC BY 3
CC BY 4
.0link
Linares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceen
CC BY 3.0
Kostadinov, Ivaylo2025Basics of Data Management PlanningenSeasonal School, RDM basics, GFBio DMP-ToolGFBio
presentation
videoCC BY
4
3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - ReStoRunTenReStoRunT
CC BY 3.0
Kostadinov, Ivaylo2025Data Management and Data Literacy in Biodiversity and Environmental SciencesenSeasonal School, RDM basicsGFBio
HITS
videoCC BY 3.0link
Müller, Wolfgang2022Data Integration and AnnotationenOpenRefine, RightField, ReStoRunT
CC BY 3.0
Kostadinov, Ivaylo2026Der GFBio Data Submission & Brokerage Service – ein zentraler Zugang zum GFBio-DatenzentrennetzwerkdeBiodiversiTea, data pulicationGFBio
HITS
videoCC BY 3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - RightFieldenRightField
CC BY 3.0
Kostadinov, Ivaylo; Linares, Jimena2022Data Management and Data LiteracyenSeasonal School, RDM basicsGFBio
HITS
videoCC BY 3.0link
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenOpenRefineHITSvideo
CC BY 3.0
Kostadinov, Ivaylo; Tschink, Daniel2023Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentationCC BY 4
CC BY 3
.0link
Müller, Wolfgang2024Three useful tools to get data in shapeenOpenRefine, RightField, ReStoRunTHITS
CC BY 4.0
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBiopresentation
multipart
CC BY 4.0link
Muñoz García, Melania2025The Nagoya Protocol in practiceenNagoya Protocol, DSI
CC BY 4.0
Kostadinov, Ivaylo; Tschink, Daniel; Linares Gómez, Jimena2025Data Management and Data LiteracyenSeasonal School, RDM basicsGFBio
DSMZ
presentationCC BY 4.0link
Nattkemper, Tim2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der BiodiversitätsforschungdeBIIGLEBIBIvideo
CC BY
3
4.0
link
Kusch, Erik
NFDI4Biodiversity
2024
2023
NFDI4Biodiversity
Knowledge Base
Seasonal Schoolen
, deKnowledge BaseNFDI4BiodiversitymultipartlinkNFDI4Biodiversity2022Winter School Lectures - Slides
Seasonal School, GBIF, ECMWFUniOslo-NatHistMuseum, CICEROtext * code * imageCopyright © Erik Kusch 2025linkCopyright © Erik Kusch 2025
Kusch, Erik2025Investigating biodiversity data using open-access databasesenSeasonal School,
GFBio DMP-Tool, legal aspects, taxonomic harmonization, PANGAEAGFBio, UMR, iDiv, UniBremen-MARUMpresentationlinkNozik, Alexandra2025Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025
GBIF, ECMWFUniOslo-NatHistMuseum, CICEROvideoCC BY 3.0linkCC BY 3.0
Kusch, Erik2025Investigating Biodiversity Data Using Open-Access DatabasesenSeasonal School,
Qfield
GBIF,
geospatial data
ECMWFUniOslo-NatHistMuseum, CICERO
ZMT
presentationCC BY 4.0link
Nozik, Alexandra2024Geospatial Data in Environmental Scienceengeospatial dataZMT
presentation
CC BY 4.0
linkOellermann, Michael2022Data Search: Publish your Research Data pt. 1enSeasonal School, PANGAEA
Leibniz-Institut DSMZ2023Playlist BacDive TutorialsenBacDiveDSMZ
UniBremen-MARUM
videoCC BY 3.0link
Oellermann, Michael2022Data Search: Publish your Research Data pt. 2enSeasonal School, PANGAEA
CC BY 3.0
Leibniz-Institut DSMZ2023BacDive Tutorial: Quick StartenBacDiveDSMZ
UniBremen-MARUM
videoCC BY 3.0link
Oellermann, Michael2022Publishing Research Data in Open Access RepositoriesenSeasonal School, PANGAEA
CC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API IntroductionenBacDiveDSMZ
UniBremen-MARUM
videoCC BY
4
3.0link
Oellermann, Michael; Riemann-Campe, Kathrin2022PANGAEA Data Curation ChecklistenPANGAEAUniBremen-MARUMmultipartlink
CC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API Python PackageenBacDiveDSMZvideoCC BY 3.0linkCC BY 3.0
Leibniz-Institut DSMZ2022BacDive Tutorial: API R PackageenBacDiveDSMZ
Pauli, Matthias2025Data publication and archivingenSeasonal School, PANGAEAUniBremen-MARUM
videoCC BY 3.0link
Riemann-Campe, Kathrin; Oellermann, Michael2024PANGAEA Data Curation ChecklistenPANGAEAUniBremen-MARUMcodelinkRöder, Juliane2024Bulk formatting of questions in LiaScript formatenOnline-courseUMRmultipartCC BY 4.0linkRöder, Juliane2024Introduction to NFDI4Biodiversity, the eResearch Center of Marburg University, and their tools and servicesenRDM basics
CC 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-ToolGFBio
UMR
presentationCC BY 4.0link
Röder, Juliane
CC BY 4.0
Linares, Jimena2024
Introduction to research data management
Data Management Planning and DMPsen
RDM basics
GFBio DMP-ToolGFBio
UMR
presentationCC BY 4.0link
Röder, Juliane2024Introduction to research data managementenRDM basics
CC BY 4.0
Linares, Jimena; Oellermann, Michael; Eberhardt, Jan2023Get to know ENA and PANGAEA data centers- Prepare your submission _ WorkshopenGFBio Submission Service, PANGAEAGFBio, UniBremen-MARUM
UMR
presentationCC BY 4.0link
Röder, Juliane2024Introduction to research data managementenRDM basics
CC BY 4.0
Linares, Jimena; Tschink, Daniel2023DMPs as part of local organisation, for FAIRness and policy complianceenGFBio DMP-ToolGFBio
UMR
presentationCC BY 4.0link
Röder, Juliane2024NFDI4Biodiversity Training MaterialsenUMRpresentationRöder
CC BY 4.0
link
Müller,
Juliane
Wolfgang
2025
2022
Applied Research
Data
Management
Integration and Annotationen
RDM basicsUMR
OpenRefine, RightField, ReStoRunTHITSvideo
presentation
CC BY
4
3.0link
Röder, Juliane2025A (very brief) introduction to research data managementenRDM basicsUMR
CC BY 3.0
Müller, Wolfgang2024Three useful tools to get data in shapeenOpenRefine, RightField, ReStoRunTHITSpresentation * code * data set
presentation
CC BY 4.0link
Röder, Juliane; Fischer, Marlen; Tschink, Daniel2022Research Data Management for Biodiversity DataenHeFDIUMR, GFBiopresentation
CC BY 4.0
Müller, Wolfgang2025Three useful tools to get data in shape - OpenRefineenOpenRefineHITSvideoCC BY 3
CC BY 4
.0link
Röder, Juliane; Fischer, Marlen; Tschink, Daniel; Brand, Ortrun2023Template for the NFDI4Biodiversity & GfÖ Winter SchoolenSeasonal SchoolUMR, GFBiotextCC BY 4.0linkRöder, Juliane; Frohne, Katharina; Tschink, Daniel2024Research Data Scary Tales - Biodiversity Editionen, deresearch data scary talesUMR, GFBiotextCC0linkRöder, 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, GFBio
CC 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 4.0link
text
CC BY 4.0
linkRöder, Juliane; Signer, Johannes2025NFDI4Biodiversity/SeasonalSchool2024: Training data sets and additional code for NFDI4Biodiversity & iDiv Seasonal School 2024enSeasonal SchoolUMR, UniGöttingen-CIDAScode * datasetCC BY-NC 4.0linkRöder, Juliane; Signer, Johannes; Scherreiks, Pascal; Figueiredo, Ludmilla;
Nattkemper, Tim2024BIIGLE.party - Webtool zur partizipativen Auswertung von Bilddaten aus der BiodiversitätsforschungdeBIIGLEBIBIvideoCC BY 3.0linkCC BY 3.0
NFDI4Biodiversity2023NFDI4Biodiversity Knowledge Baseen, deKnowledge BaseNFDI4Biodiversitymultipart
link
NFDI4Biodiversity2026BiodiversiTea - Austauschen und Tee trinken - Playlistde, enBiodiversiTeaNFDI4Biodiversityvideo
link
NFDI4Biodiversity2024NFDI4Biodiversity Tools & Services - Playlistde, enTools & ServicesNFDI4Biodiversityvideo
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, Daniel2025
Template for the NFDI4Biodiversity & iDiv
Seasonal School
on Data Management in Ecology and Environmental Science 2024
2024 - publications on ZenodoenSeasonal School
UMR, UniGöttingen-CIDAS, iDiv, UniJena FSU
, 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,
UniLeipzig,
UniBremen-MARUM, UMR, UniLeipzig, Independent visualization specialist,
UniBremen
UniJena, UniGöttingen-
MARUM
CIDAS
textCC BY 4.0link
multipart
link
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
link
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
link
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
link
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
link
Nozik, Alexandra2024Geospatial Data in Environmental Scienceengeospatial dataZMTpresentation
Röder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityenCoRDIUMR, GFBiotextCC BY 4.0linkRöder, Juliane; Tschink, Daniel; Brand, Ortrun2025Effective Research Data Management for Biodiversity and Environmental Research: A Self-Paced Online Course by NFDI4BiodiversityenCoRDIUMR, GFBiotextCC BY 4.0linkSaeedi, Hani2022enSeasonal School, WORMSSGNcodelinkSchellenberger Costa, David2025Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigvideoCC BY 3.0linkSchellenberger Costa, David2024Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigmultipartCC BY 4.0linkSchellenberger Costa, David2025Taxonomic name harmonizationenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigmultipartCC BY 4.0linkSchellenberger Costa, David2024Taxonomic name resolutionenSeasonal School, taxonomic harmonizationiDiv, UniLeipzigtext * code * imageCC BY 4.0linkScherer, Cédric2025Data analysis & visualisation According to FAIR principlesenSeasonal School, data visualization, RIndependent visualization specialistvideoCC BY 3.0linkScherer, Cédric2024Data Analysis & Visualisation According to FAIR PrinciplesenSeasonal School, data visualization, RIndependent visualization specialistmultipart
CC BY 4.0link
Scherer, Cédric
CC BY 4.0
Nozik, Alexandra2025
Data Analysis & Visualisation According to FAIR Principles
Geospatial Data Collection with the Qfield app. Slides for the Practical Session in the NFDI4Biodiversity & iDiv Seasonal School 2025enSeasonal School, Qfield, geospatial data
visualization, RIndependent visualization specialist
ZMTpresentation
multipart
CC BY 4.0link
Schindler, Uwe2025Legal aspects in research data management: data licensing and copyright
CC BY 4.0
Oellermann, Michael2022Data Search: Publish your Research Data pt. 1enSeasonal School,
legal aspects
PANGAEAUniBremen-MARUMvideoCC BY 3.0link
Schindler, Uwe2024Legal aspects in research data management: Data Licensing and Copyright
CC BY 3.0
Oellermann, Michael2022Data Search: Publish your Research Data pt. 2enSeasonal School,
legal aspects
PANGAEAUniBremen-MARUM
presentation
videoCC BY
4
3.0link
Schober, Isabel2023Code for BacDive Workshop 2023enBacDiveDSMZapplicationlinkSchöne, David; Thiel, Sven2024BEXIS2 - Eine kostenlose, quelloffene Software unterstützt Forschende bei der DatenverwaltungdeBEXIS2, NFDI4Biodiversity Tools & Services webinarUniJena FSUvideoCC BY 3.0linkSigner, Johannes2025FAIR tools and processes: Getting started with Jupyter & Git(Hub)enSeasonal School, git, GitHub, R, Jupyter
CC 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 controlUMR
UniGöttingen-CIDAS
videoCC BY 3.0link
Signer, Johannes2024FAIR tools and processes: Getting started with Jupyter & Git(Hub)
CC BY 3.0
Pauli, Matthias2025Data publication and archivingenSeasonal School,
git, GitHub, R, JupyterUniGöttingen-CIDAS
PANGAEAUniBremen-MARUMvideo
presentation
CC BY
4
3.0link
Signer, Johannes; Schlägel, Ulrike; Tschink, Daniel; Röder, Juliane2024Trainingsdatensätzedetraining data setsUniGöttingen-CIDAS, UniPotsdam, GFBio, UMRtext * imageCC BY 4.0linkSingson, Lea Sophie2025

'Tis the Season for Legal Reason - Resource Sharing and Data Rights NFDI4Biodiversity Seasonal School 2025

enSeasonal School, legal aspectsFIZpresentationCC BY 4.0linkSingson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel2025Datenschutz auf dem Silbertablett: Trainingsmaterialdelegal aspects
CC 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, MOSAiC, PANGAEAUniBremen-MARUM, 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-courseUMR
FAIRagro, NFDI4Earth, NFDI4Biodiversity, FIZ, ZB MED, GFZ, GFBio
multipartCC BY 4.0link
Thiery, Florian20243D-Digitalisierung von archäologischen Objekten: Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4ObjectsdeBiodiversiTeaNFDI4Objects, LEIZAvideoCC BY 3.0linkTriebel, Dagmar; et al.2023Management von Daten zu Personen und Organisationen – 44. Diversity Workbench WorkshopdeDWBSNSB, SNSB-IT, SNSB-BSM, LMU, NFDI4Biodiversity, GWDG, ZFMK/LIB, SMNS, FörTaxmultipartlink
CC 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 basicsUMRpresentation
Tschink, Daniel; Ebert, Barbara; Brand, Ortrun2023NFDI4Biodiversity - Training and Education ReportenGFBio, UMRtext
CC BY 4.0link
Tschink, Daniel; Kostadinov, Ivaylo2025The Life of Research Data: How to Keep It Organized and Accessible
CC BY 4.0
Röder, Juliane2024Introduction to research data managementenRDM basics
GFBio
UMRpresentationCC BY 4.0link
Tschink, Daniel;
CC BY 4.0
Röder, Juliane
; Fischer, Marlen; Brand, Ortrun
2024NFDI4Biodiversity Training Materials
2022Training opportunities
en
UMR
, GFBio
text * image
presentationCC BY 4.0link
Tschink, Daniel;
CC BY 4.0
Röder, Juliane
; Fischer, Marlen; Brand, Ortrun2022Suggestions for training activities
2025Applied Research Data ManagementenRDM basicsUMR
, GFBio
text * image
presentationCC BY 4.0link
Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun2024TA1M4 Training & EducationenUMR, GFBio
CC 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 managementenNFDIUMRpresentation
text * image
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 BayerndeDWB, SIARD
CC BY 4.0
Röder, Juliane; Fischer, Marlen; Tschink, Daniel2022Research Data Management for Biodiversity DataenHeFDIUMR, GFBio
SNSB, GDA, SNSB.IT
presentationCC BY 4.0link
Weiss, Markus2023Diversity Workbench Video TutorialsenDWBSNSB-ITvideolink
CC BY 4.0
Röder, Juliane; Fischer, Marlen; Tschink, Daniel
Witschas, Tom
; Brand, Ortrun
; Tschink, Daniel
2023
Episode 1 - Rechte und Pflichten an Datendelegal aspects, podcast
Template for the NFDI4Biodiversity & GfÖ Winter SchoolenSeasonal SchoolUMR
UMR, UfU
, GFBio
audio
textCC BY
-SA
4.0link
Witschas, Tom; Brand, Ortrun
CC BY 4.0
Röder, Juliane; Frohne, Katharina; Tschink, Daniel
2023Episode 2 - Lizenzen im Umgang mit Forschungsdatendelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0linkWitschas, Tom; Brand, Ortrun; Tschink, Daniel2024Episode 3 - Nationale und internationale Regelwerke, UIG und Co.delegal aspects, podcastUMR, UfU, GFBioaudio
2024Research 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
CC BY-SA
4.0link
Wolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigmultipartAll rights reservedlinkWolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigtext * code * imageAll rights reservedlink2025List of all Seasonal 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, UMR, iDiv, UniJena, UniGöttingen-CIDAS, UniOslo-NatHistMuseum, CICERO, UniBremen-MARUM, UniLeipzig, HITS, Independent visualization specialistmultipartlink
CC 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
link
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 aspects

FIZ, FAIRagro

presentationCC 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
link
Tschink, Daniel; Ebert, Barbara; Brand, Ortrun2023NFDI4Biodiversity - Training and Education Reporten
GFBio, UMRtextCC BY 4.0linkCC BY 4.0
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