Title: Recommended biological and environmental training datasets  
Author: Juliane Röder Sep 09, 2025
Last Changed by: Judith Engel Nov 07, 2025
Tiny Link: (useful for email) https://kb.gfbio.org/x/MYexD
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    Page: Biodiversity Data Management Resources & Recommendations
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Recent Changes
Time Editor  
Nov 07, 2025 08:00 Judith Engel View Changes
Oct 29, 2025 10:44 Juliane Röder View Changes
Korrektur doi forest arthropods & Zitat, + Zitat bird species passive acoustic monitoring, + Zitat EGLC,
Oct 29, 2025 10:12 Juliane Röder View Changes
Lizenz und Links zum DLC von RDMkit
Oct 07, 2025 13:58 Juliane Röder View Changes
Oct 07, 2025 13:51 Juliane Röder  
Outgoing Links
External Links (68)
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://training.fdz.ioer.info/intro.html
    https://onlinelibrary.wiley.com/doi/10.1111/geb.13941
    https://doi.org/10.1111/geb.13941
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://onlinelibrary.wiley.com/doi/10.1111/geb.13943
    mailto:helpdesk@nfdi4biodiversity.org?subject=Training data…
    https://data.fdz.ioer.de/dataset.xhtml?persistentId=doi:10.…
    https://rdmkit.elixir-europe.org/media_kit
    https://cran.r-project.org/web/packages/Stat2Data/index.htm…
    https://doi.org/10.1002/ecy.4031
    https://data.humdata.org/
    https://doi.org/10.1002/ecy.4114
    https://doi.org/10.1002/ecy.3864
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.pangaea.de/10.1594/PANGAEA.926840
    https://doi.org/10.1002/ecy.4519
    https://www.nature.com/articles/s41597-024-04207-x
    mailto:helpdesk@nfdi4biodiversity.org
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.org/10.5281/ZENODO.14918375
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.org/10.1038/s41597-025-05481-z
    https://www.nature.com/articles/s41597-022-01454-8
    https://doi.org/10.1111/geb.13625
    https://doi.org/10.1111/geb.13943
    https://doi.org/10.5281/ZENODO.3960218
    https://doi.org/10.1594/PANGAEA.932023
    https://doi.pangaea.de/10.1594/PANGAEA.907670
    https://doi.org/10.6073/pasta/7fca67fb28d56ee2ffa3d9370ebda…
    https://doi.org/10.6073/pasta/c14dfcfada8ea13a17536e73eb6fb…
    https://doi.org/10.1002/ecy.4324
    https://doi.org/10.1002/ecy.3114
    https://doi.org/10.1002/ecy.3950
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.org/10.1002/ecy.3879
    https://doi.org/10.5281/ZENODO.15594682
    https://www.davidzeleny.net/anadat-r/doku.php/en:data
    https://doi.org/10.1594/PANGAEA.923125
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.org/10.71830/6ILS40
    https://esajournals.onlinelibrary.wiley.com/doi/10.1002/ecy…
    https://doi.org/10.5281/ZENODO.14732682
    https://environmentaldatainitiative.org/
    https://doi.org/10.1594/PANGAEA.949484
    https://doi.org/10.1038/s41597-024-04207-x
    https://doi.org/10.1371/journal.pone.0090081
    https://doi.pangaea.de/10.1594/PANGAEA.967637
    https://creativecommons.org/licenses/by/4.0/
    https://allisonhorst.github.io/palmerpenguins/articles/intr…
    https://doi.org/10.1594/PANGAEA.926840
    https://rdmkit.elixir-europe.org
    https://onlinelibrary.wiley.com/doi/full/10.1111/geb.13625
    https://doi.org/10.1002/ecy.4299
    https://zenodo.org/records/14732682
    https://zenodo.org/records/14918375
    https://www.nature.com/articles/s41597-025-05481-z
    https://doi.org/10.1002/ecy.70077
    https://doi.org/10.1594/PANGAEA.967637
    https://doi.pangaea.de/10.1594/PANGAEA.932023
    https://doi.org/10.5281/zenodo.13805722
    mailto:helpdesk@nfdi4biodiversity.org?subject=Legal Podcast
    https://doi.org/10.6073/pasta/98b16d7d563f265cb52372c8ca99e…
    https://doi.org/10.32614/CRAN.package.Stat2Data
    https://doi.org/10.1594/PANGAEA.907670
    https://doi.org/10.1038/s41597-022-01454-8
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    Page: Recommended biological and environmental training datasets