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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. 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 feel free to fill in the FORM and add annotate your materials in the DALIA Inter Change Format (DIF v1.3, https://doi.org/10.5281/zenodo.11521029). Then we can add your resources to our curated list of external resources! Please consider to submit to DALIA as well.submitting to DALIA directly. We can then add your resources to our list of recommended training materials.

Table Excerpt
namenfdi4biodiversity training ressources
Author(s)Publication YearTitleLanguageKeywordsAffiliation(s)Item TypeLicenseLink
Beilschmidt, Christian; Brandenstein, Dominik; Dümpelmann, Henri2024VAT documentationenVATUMRtext * code * image
link

NFDI4Biodiversity Training Resources:

Beilschmidt, C., Brandenstein, D., & Dümpelmann, H. (2024). VAT documentation. https://docs.vat.gfbio.org/
Botanic Garden and Botanical Museum Berlin
. (
2025
).
OpenRefine Training Dataset based on a subset of the BGBM Herbarium
(Version 1.0) [Dataset]. Botanic Garden and Botanical Museum, Berlin. https://doi.org/10.5281/ZENODO.14918375Domisch, S., Grigoropoulou, A., Grossart, H.-P., & Friedrichs-Manthay, M. (2024). Dümpelmann, H. (Director). (2024, August 2).
enOpenRefineBGBMtextCC BY 4.0link
Domisch, Sami; Grigoropoulou, Afroditi; Grossart, Hans-Peter; Friedrichs-Manthay, Martin2024Network centrality indices for freshwater fish species
(Version 1.0.16) [R]. https://glowabio.github.io/hydrographr/articles/case_study_germany.html
enhydrographRIGBcode
link
Dümpelmann, Henri2024
Dworczyk, C., Dunkel, A., Rafiei, F., & Syrbe, R.-U. (2025a). Replication Package for:
Biodiversität visualisieren: Wie das VAT-Tool die räumlich-zeitliche Datenanalyse vereinfacht
[Video recording]. https://www.youtube.com/watch?v=MZnEz6a-8Ho
deVAT, BiodiversiTeaUMRvideo
link
Dworczyk, Claudia; Dunkel, Alexander; Rafiei, Fatemeh; Syrbe, Ralf-Uwe; Research Data Centre (FDZ)2025
Exploring Spatial and Biodiversity Data with Python and JupyterLab
: Release version v1.8.0 (Version 1.0, pp. 123835203, 17495) [Application/zip,text/markdown]. ioerDATA. https://doi.org/10.71830/6ILS40Dworczyk, C., Dunkel, A., Rafiei, F., & Syrbe, R.-U. (2025b).
enIOER Monitor, geospatial data, Jupyter, PythonIÖRmultipartCC 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
[Python]. FDZ IOER Research Data Centre. https://training.fdz.ioer.info
  • Engel, J., Figueiredo, L., Kostadinov, I., Kusch, E., Müller, W., Pauli, M., Schellenberger Costa, D., Scherer, C., Schindler, U., & Signer, J. (Directors). (2025). NFDI4Biodiversity & iDiv Seasonal School 2024—Playlist (Vols. 1–13) [Video recording]. https://www.youtube.com/playlist?list=PL06Unzn1hDrjVAZ0RvNbyQ1Uics9TQ1Kv
    • Engel, J., Linares, J., & Kostadinov, I. (2025). Publish Engel, J., & Pauli, M. (Directors). (2025, June 2).
    : Release version v1.8.0enIOER Monitor, geospatial data, training data setsIÖRmultipartCC 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 specialistvideo
    		link
    Engel, Judith; Linares, Jimena; Kostadinov, Ivaylo; Weber, Marc2025Publish Biodiversity Data: The GFBio Data Submission and Brokerage Service
    . https://doi.org/10.5281/ZENODO.15174063
    enGFBio Submission ServiceGFBio, UniBremen-MARUMpresentationCC BY 4.0link
    Engel, Judith; Pauli, Matthias2025
  • Fichtmueller, D. (2025). OpenRefine—Hands On. https://doi.org/10.5281/ZENODO.14732682
    • Figueiredo, L. (2024a).
    Data publication with the GFBio Data submission and Brokerage Service, and with PANGAEA
    (Vol. 13) [Video recording]. https://www.youtube.com/watch?v=TvSKvLa_b9Q
    enGFBio Submission ServiceGFBio, UniBremen-MARUMvideoCC BY 3.0link
    Fichtmueller, David2025OpenRefine - Hands OndeOpenRefineBGBMpresentationCC BY 4.0link
    Figueiredo, Ludmilla2025
    Publishing your (R) workflow: How to get started and where to go next
    . https://zenodo.org/doi/10.5281/zenodo.14282399Figueiredo, L. (2024b).
    enSeasonal School, reproducible workflowsiDivvideoCC BY 3.0link
    Figueiredo, Ludmilla2024ludmillafigueiredo/nfdi4bioschool2024: NFDI4Bio Winter
    School (Version v1.0.0) [Computer software]. Zenodo. https://doi.org/10.5281/ZENODO.14281732Figueiredo, L. (Director). (2025, June 2). Publishing your (R) workflow: How
  • Fischer, M., Röder, J., Signer, J., Tschink, D., Weibulat, T., & Brand, O. (2023a). NFDI4Biodiversity Self-Study Unit—Research Data Management for Biodiversity Data (Version 1.0.0, p. 60). Zenodo. https://doi.org/10.5281/ZENODO.10377867
  • Fischer, M., Röder, J., Signer, J., Tschink, D., Weibulat, T., & Brand, O. (2023b, December 20). Research Data Management for Biodiversity Data. https://ilias.uni-marburg.de/goto.php/crs/3219917
  • Fischer, M., Röder, J., Signer, J., Tschink, D., Weibulat, T., & Brand, O. (2024, June 3). Research Data Management for Biodiversity Data. https://github.com/NFDI4Biodiversity/nfdi4biodiversity-sle
  • Fitjer, S. (Director). (2022a, June 27). Linear models 1—The Normal distribution (Vol. 1) [Video recording]. https://youtu.be/lEbr7hoZFQw?si=_yIrHTqxL8SfijMc
  • Fitjer, S. (Director). (2022b, June 27). Linear models 2—Introduction to the Linear Model (Vol. 2) [Video recording]. https://youtu.be/7W9zxwRjijg?si=o1pGSrFV0QPSiI71
  • Fitjer, S. (Director). (2022c, June 27). Linear models 3—Fitting a Linear Model (Vol. 3) [Video recording]. https://youtu.be/Y67ioT3lj2I?si=jUf0MhbOn32QHcph
  • Fitjer, S. (Director). (2022d, June 27). Linear models 4—Parameter estimation in the Linear Model (Vol. 4) [Video recording]. https://youtu.be/-PUCzeCmVEc?si=USAXi3p22ESLI91I
  • Fitjer, S. (Director). (2022e, June 27). Linear models 5—Distribution of least squares estimates in the Linear Model (Vol. 5) [Video recording]. https://youtu.be/a5tTtO0tWgM?si=GTS2No7PZG6FRs01
  • Fitjer, S. (Director). (2022f, June 27). Linear models 6—Inferences about parameters in the Linear Model (Vol. 6) [Video recording]. https://youtu.be/jaMFZWi71uA?si=7XG3Z2SDjcbC7xoe
  • Fitjer, S. (Director). (2022g, June 27). Linear models 7—Fitting a Linear Model in R Example 1 (Vol. 7) [Video recording]. https://youtu.be/BJeFI_TYKFc?si=_SkjcGZimtHOJB_q
  • Fitjer, S. (Director). (2022h, June 27). Linear models 8—Fitting a Linear Model in R Example 2 (Vol. 8) [Video recording]. https://youtu.be/CydqKOPfxNM?si=jtNqwbI1UxRQOrKb
  • Fitjer, S. (Director). (2022i, June 27). Linear models 9—Checking assumptions of the Linear Model in R Residual plot (Vol. 9) [Video recording]. https://youtu.be/_A6eDJPQO54?si=tMhJgioNUHVNW4e8
  • Fitjer, S. (Director). (2022j, June 27). Linear models 10—Checking assumptions of the Linear Model in R QQ plot (Vol. 10) [Video recording]. https://youtu.be/i2WX_h5mpPA?si=T1cCOhonQ8lVKM3L
  • Fitjer, S. (Director). (2022k, June 27). Linear models 11—Checking assumptions of the Linear Model in R Outliers (Vol. 11) [Video recording]. https://youtu.be/9aEY9uV1I7M?si=pT0lRJccGLLLFjXh
  • Gerber, N. (Director). (2021a, September 10). Introduction to Tidy data—Tidy Data part 1 (Vol. 1) [Video recording]. https://youtu.be/PFoFHOD1sVw?si=XcpDsG8QNUt7OB72
  • Gerber, N. (Director). (2021b, November 8). Data preparation—Tidy Data part 2 (Vol. 2) [Video recording]. https://youtu.be/5uc7pesJ7Nk?si=UCqb-rOsk7ud911Q
  • Gerber, N. (Director). (2021c, November 12). Importing data in R - Tidy Data part 3 (Vol. 3) [Video recording]. https://youtu.be/DhL4uOtmc48?si=bmiv5_lEM60hIBpn
  • Gerber, N. (2022a). Data Science for Ecologists in R - TidyData [Computer software]. GitHub. https://github.com/DataScience4EcologistsR/TidyData
  • Gerber, N. (Director). (2022b, July 18). Importing Data into R Structuring and summarizing Data—Tidy Data 4 (Vol. 4) [Video recording]. https://youtu.be/9sQ_ipicsTA?si=IYAJzoctThij7L23
  • GFBio (Director). (2022). Data Science 4 Ecologists in R (Vols. 1–15) [Video recording]. https://youtube.com/playlist?list=PLE9wx7mxT8gsjR8IKEa43lk7VtXiYgPDy
  • Grenié, M. (2022a). Taxonomic Harmonization: A problem you didn’t know you had! https://doi.org/10.5281/ZENODO.7417951
  • Grenié, M. (Director). (2022b, December 8). Taxonomic Harmonization (Vol. 2) [Video recording]. https://www.youtube.com/watch?v=vOgadsdBCeo
  • Grünberger, T. (2025). Veröffentlichung und Nachnutzung von Artvorkommensdaten am Beispiel der Gesellschaft für Ichthyologie e.V. Zenodo. https://doi.org/10.5281/ZENODO.14975978
  • Grünberger, T., Ebert, B., Brand, O., & Tschink, D. (2024a). Podcast Rechstdschungel [Broadcast]. https://kb.gfbio.org/pages/viewpage.action?pageId=121143505
  • Grünberger, T., Ebert, B., Brand, O., & Tschink, D. (2024b, July 3). Episode 4—Institutionelle Perspektive (No. 4) [Broadcast]. https://t1p.de/4biodiv-rechtspodcast4
  • Hartman Scholz, A. (Director). (2023, April 18). “Who owns my data?” – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022 [Video recording]. https://www.youtube.com/watch?v=UZNy855tzyY
    • Hartman Scholz, A. (2025).
    SchoolenSeasonal School, reproducible workflowsiDivcodeCC BY 4.0link
    Figueiredo, Ludmilla2024Publishing your (R) workflow: How to get started and where to go next
    (Vol. 11) [Video recording]. https://www.youtube.com/watch?v=YkuYWzifPdM
    enSeasonal 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 4.0link
    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 4.0link
    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 4.0link
    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 4.0link
    Fitjer, Sören2022Data Science for Ecologists in R: Linear Models – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 9 - Checking assumptions of the Linear Model in R Residual plotenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 2 - Introduction to the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 11 - Checking assumptions of the Linear Model in R OutliersenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 5 - Distribution of least squares estimates in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 7 - Fitting a Linear Model in R Example 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 8 - Fitting a Linear Model in R Example 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 10 - Checking assumptions of the Linear Model in R QQ plotenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 6 - Inferences about parameters in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 1 - The Normal distributionenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 4 - Parameter estimation in the Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Fitjer, Sören2022Linear models 3 - Fitting a Linear ModelenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2022Data Science for Ecologists in R: Tidy Data – Self-Learning Video Series [GFBio]enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2021Data preparation - Tidy Data part 2enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2022Importing Data into R Structuring and summarizing Data - Tidy Data 4enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2021Importing data in R - Tidy Data part 3enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2021Introduction to Tidy data - Tidy Data part 1enData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Gerber, Nina2022Data Science for Ecologists in R - TidyDataenData Science 4 Ecologists in RUniGöttingen-CIDAScode
    		link
    Gerber, Nina; Fitjer, Sören2022Data Science 4 Ecologists in RenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Grenié, Matthias2022Taxonomic HarmonizationenSeasonal School, taxonomic harmonizationiDivvideoCC BY 3.0link
    Grenié, Matthias2022Taxonomic Harmonization: a problem you didn't know you had!enSeasonal School, taxonomic harmonizationiDivtextCC BY 4.0link
    Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Episode 4 - Institutionelle Perspektivedelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0link
    Grünberger, Tom; Ebert, Barbara; Brand, Ortrun; Tschink, Daniel2024Podcast Rechstdschungeldelegal aspects, podcastUMR, UfU, GFBiomultipartCC 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.deGfI, legal aspectsUMR, UfU, GFBiotextCC BY 4.0link
    Hartman Scholz, Amber2023"Who owns my data?" – Workshop by Dr. Amber Hartman Scholz at the SFE2 GfÖ EEF Joint Meeting 2022enDSI, Nagoya ProtocolDSMZvideoCC BY 3.0link
    Hartman Scholz, Amber2025
    What should I know about Digital Sequence Information (DSI) and sharing benefits under the CBD?
    Zenodo. https://doi.org/10.5281/ZENODO.16992978Henrich, J. (2023).
  • Jansen, F. (2023). Beispielanwendung Deutschlandflora NetPhyD API [R]. NetPhyD. https://data.loe.auf.uni-rostock.de/floramap-shiny/
  • Josifek, R. (Director). (2025a, August 11). Polynomial Regression Analysis in R - Playlist (Vols. 1–3) [Video recording]. https://youtube.com/playlist?list=PL06Unzn1hDrjsxYvyGOWImRvawEFajrwL&si=VIS_ThBzjQAujWDY
    • Josifek, R. (Director). (2025b, August 11).
    enDSI, Nagoya ProtocolDSMZpresentationCC BY 4.0link
    Henrich, Jonathan2023Code for Data Science 4 Ecologists in R: The Linear Model
    [R]. https://github.com/jonaden94/TheLinearModel
    enData Science 4 Ecologists in RUniGöttingen-CIDAScode
    		link
    Jansen, Florian2023Beispielanwendung Deutschlandflora NetPhyD APIdeAPINetPhyD-Pflanzenapplication

    Jordan, Sabrina2025Introduction to Research Data ManagementenSeasonal School, HeFDIUniKassel, HeFDIpresentationCC BY 4.0link
    Josifek, Ruairi2025
    Josifek, R. (Director). (2025c, August 11).
    Polynomial Regression Analysis in R: Part
    1—Introduction and Model Framework (Vol. 1) [Video recording]. https://youtu.be/q0W8iW8MmxQ?si=UOYssi6DaCgtQ-QV
    3 - Variance Partitioning and LimitationsenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Josifek, Ruairi2025
    Polynomial Regression Analysis in R: Part
    2—Statistical Assumptions and Transformations (Vol. 2) [Video recording]. https://youtu.be/q0W8iW8MmxQ?si=UOYssi6DaCgtQ-QVJosifek, R. (Director). (2025d, August 11).
    1 - Introduction and Model FrameworkenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Josifek, Ruairi2025Polynomial Regression Analysis in R: Part
    3—Variance Partitioning and Limitations (Vol. 3) [Video recording]. https://youtu.be/lBBBN54-4SU?si=tZNaXB_7Uq0fkh0a
    2 - Statistical Assumptions and TransformationsenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Josifek, Ruairi2025Polynomial Regression Analysis in R - PlaylistenData Science 4 Ecologists in RUniGöttingen-CIDASvideoCC BY 3.0link
    Karam, Naouel; Tschink, Daniel2024BiodivPortal - A Terminology Repository and Service for BiodiversityenBioDivPortal, Tools & Services webinarInfAIvideoCC BY 3.0link
    Kipker, Dennis-Kenji2022Legal AspectsenSeasonal School, legal aspectsUniAugsburg, NFDI4HealthvideoCC BY 3.0link
    Kipker, Dennis-Kenji2022Legal framework of research data management with
  • Karam, N., & Tschink, D. (Directors). (2024, June 11). BiodivPortal—A Terminology Repository and Service for Biodiversity [Video recording]. YouTube. https://www.youtube.com/watch?v=meqmE4OKhCo
    • Kipker, D.-K. (2022a). Legal framework of research data management with
    special focus on copyright law and data protection law
    . https://doi.org/10.5281/ZENODO.7441388
  • Kipker, D.-K. (Director). (2022b, December 6). Legal Aspects (Vol. 6) [Video recording]. https://www.youtube.com/watch?v=jHkHkCswbwM
    • Köpke, R. (Director). (2024, June 26).
  • Kostadinov, I. (Director). (2025a, June 2). Basics of Data Management Planning (Vol. 3) [Video recording]. https://www.youtube.com/watch?v=LyVYrilcIpI
    • Kostadinov, I. (Director). (2025b, June 2).
    enSeasonal School, legal aspectsUniAugsburg, NFDI4HealthtextCC BY 4.0link
    Köpke, Robert2024Mapstories: Von aussterbenden Fischen und häufigen Vogelarten – Mit Karten Geschichten erzählen
    [Video recording]. https://www.youtube.com/watch?v=Un6xwoJvnwg
    deMapstoriesIfLvideoCC BY 3.0link
    Kostadinov, Ivaylo2025Basics of Data Management PlanningenSeasonal School, RDM basics, GFBio DMP-ToolGFBiovideoCC BY 3.0link
    Kostadinov, Ivaylo2025
  • Kostadinov, I., & Linares, J. (Directors). (2022, December 5). Data Management and Data Literacy (Vol. 1) [Video recording]. https://www.youtube.com/watch?v=CUcgHrEdt-M
  • Kostadinov, I., Linares, J., Kipker, D.-K., Grenié, M., Müller, W., & Oellermann, M. (Directors). (2022, December). Winter School Lectures—Playlist (Vols. 1–6) [Video recording]. https://www.youtube.com/playlist?list=PL06Unzn1hDrhZ4mfsdfeypJajuGsuzdfm
  • Kostadinov, I., & Tschink, D. (2023). Data Management and Data Literacy. https://doi.org/10.5281/ZENODO.10075417
  • Kostadinov, I., Tschink, D., & Linares Gómez, J. (2025a). Data Management and Data Literacy. https://doi.org/10.5281/ZENODO.15124025
  • Kostadinov, I., Tschink, D., & Linares Gómez, J. (2025b). Data Management and Data Literacy. https://doi.org/10.5281/ZENODO.17427595
  • Kusch, E. (2024a). Investigating Biodiversity Data Using Open-Access Databases. https://doi.org/10.5281/ZENODO.14254042
  • Kusch, E. (2024b, December). NFDI4Biodiversity Seasonal School. Accessing, handling, and referencing open biodiversity data using the Global Biodiversity Information Facility (GBIF). https://www.erikkusch.com/courses/gbif/nfdi-download/
  • Kusch, E. (2025a). Investigating Biodiversity Data Using Open-Access Databases. https://doi.org/10.5281/ZENODO.15097622
  • Kusch, E. (Director). (2025b, June 2). Investigating biodiversity data using open-access databases (Vol. 4) [Video recording]. https://www.youtube.com/watch?v=OeIpnrE1r_I
  • Leibniz-Institut DSMZ (Director). (2022a, December 8). BacDive Tutorial: API Introduction (Vol. 2) [Video recording]. YouTube. https://www.youtube.com/watch?v=gKobq7WvhM0&list=PLfQmXO6ZQ27OUEoAfGT6nMDwvH389Xyth&index=2
  • Leibniz-Institut DSMZ (Director). (2022b, December 8). BacDive Tutorial: API Python Package (Vol. 3) [Video recording]. YouTube. https://www.youtube.com/watch?v=uDA76kurCbw&list=PLfQmXO6ZQ27OUEoAfGT6nMDwvH389Xyth&index=3
  • Leibniz-Institut DSMZ (Director). (2022c, December 8). BacDive Tutorial: API R Package (Vol. 4) [Video recording]. YouTube. https://www.youtube.com/watch?v=E1_gPUpgx1k&list=PLfQmXO6ZQ27OUEoAfGT6nMDwvH389Xyth&index=4
  • Leibniz-Institut DSMZ (Director). (2023a). Playlist BacDive Tutorials (Vols. 1–5) [Video recording]. YouTube. https://www.youtube.com/playlist?list=PLfQmXO6ZQ27OUEoAfGT6nMDwvH389Xyth
  • Leibniz-Institut DSMZ (Director). (2023b, March 3). BacDive Tutorial: Quick Start (Vol. 1) [Video recording]. YouTube. https://www.youtube.com/watch?v=vDSZ_lIaBQA&list=PLfQmXO6ZQ27OUEoAfGT6nMDwvH389Xyth&index=1
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    		enSeasonal School, legal aspectsFIZpresentationCC BY 4.0link
    Singson, Lea; Boße, Sophie; Schlimbach, Anna; Kuppler, Jonas; Tschink, Daniel2025Datenschutz auf dem Silbertablett: Trainingsmaterialdelegal aspectsFAIRagro, NFDI4Earth, NFDI4Biodiversity, FIZ, ZB MED, GFZ, GFBiomultipartCC BY 4.0link
    Thiery, Florian20243D-Digitalisierung von archäologischen Objekten: Objektbiographien und digitale Workflows am Beispiel der Task Area Collecting von NFDI4ObjectsdeBiodiversiTeaNFDI4Objects, LEIZAvideoCC BY 3.0link
    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 4.0link
    Tschink, Daniel; Kostadinov, Ivaylo2025The Life of Research Data: How to Keep It Organized and AccessibleenRDM basicsGFBiopresentationCC BY 4.0link
    Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Training opportunitiesen
    		UMR, GFBiotext * imageCC BY 4.0link
    Tschink, Daniel; Röder, Juliane; Fischer, Marlen; Brand, Ortrun2022Suggestions for training activitiesen
    		UMR, GFBiotext * imageCC BY 4.0link
    Tschink, Daniel; Röder, Juliane; Signer, Johannes; Brand, Ortrun2024TA1M4 Training & Educationen
    		UMR, GFBiotext * imageCC BY 4.0link
    Weibulat, Tanja Melanie; Matheisen, Giada; Puchta, Michael; Schmalzl, Markus; Schwartz, Anna Lisa; Seifert, Stefan; Triebel, Dagmar; Weibulat, Tanja Melanie; Weiss, Markus2024Neue Wege zur FAIRen Archivierung von digitalen Forschungsdaten aus BayerndeDWB, SIARDSNSB, GDA, SNSB.ITpresentationCC BY 4.0link
    Weiss, Markus2023Diversity Workbench Video TutorialsenDWBSNSB-ITvideo
    		link
    Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 1 - Rechte und Pflichten an Datendelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0link
    Witschas, Tom; Brand, Ortrun; Tschink, Daniel2023Episode 2 - Lizenzen im Umgang mit Forschungsdatendelegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0link
    Witschas, Tom; Brand, Ortrun; Tschink, Daniel2024Episode 3 - Nationale und internationale Regelwerke, UIG und Co.delegal aspects, podcastUMR, UfU, GFBioaudioCC BY-SA 4.0link
    Wolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigmultipartAll rights reservedlink
    Wolf, Sophie2022Jupyter Workshop Winterschool 2022enSeasonal School, Jupyter, Python, RUniLeipzigtext * code * imageAll rights reservedlink

    		2025List 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 specialistmultipart
    		link

    		2025Playlist of all Seasonal School 2024 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, UniGöttingen-CIDAS, UniOslo-NatHistMuseum, CICERO, UniBremen-MARUM, UniLeipzig, HITS, Independent visualization specialistvideo
    		link



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