The FIP 1.0 Data Set: Highly resolved annotated image time series of 4,000 wheat plots grown in 6 years
This extensive data set offers opportunities for advancing crop modeling and phenotyping techniques, enabling researchers to develop novel approaches for understanding genotype-environment interactions, analyzing growth dynamics, and predicting crop performance. By making this resource publicly available, we aim to accelerate research in climate-adaptive agriculture and foster collaboration between plant science and machine learning communities.
Authors
- Helge Aasen (ORCID: https://orcid.org/0000-0003-4343-0476)
- Andreas Hund (ORCID: https://orcid.org/0000-0002-2309-1625)
- Jonas Anderegg (ORCID: https://orcid.org/0000-0002-3345-4696)
- Flavian Tschurr (ORCID: https://orcid.org/0000-0001-7986-1556)
- Kang Yu (ORCID: https://orcid.org/0000-0002-0686-6783)
- Johannes Pfeifer (ORCID: https://orcid.org/0000-0002-6756-6418)
- Hansueli Zellweger
- Xiaoran Chen (ORCID: https://orcid.org/0000-0002-8314-4047)
- Brenda Patricia Aguirre-Cuellar (ORCID: https://orcid.org/0000-0002-0991-6205)
- Frank Liebisch (ORCID: https://orcid.org/0000-0003-0000-7491)
- Norbert Kirchgeßner (ORCID: https://orcid.org/0000-0001-8517-6555)
- Michele Volpi (ORCID: https://orcid.org/0000-0003-2771-0750)
- Achim Walter (ORCID: https://orcid.org/0000-0001-7753-9643)
- Joaquin Gajardo (ORCID: https://orcid.org/0000-0001-9144-4384)
- Lukas Roth (ORCID: https://orcid.org/0000-0003-1435-9535)
- Beat Keller (ORCID: https://orcid.org/0000-0001-5852-6660)
- Lukas Kronenberg (ORCID: https://orcid.org/0000-0002-2840-7676)
- Corina Oppliger (ORCID: https://orcid.org/0000-0002-2866-6061)
- Paraskevi Nousi (ORCID: https://orcid.org/0000-0002-3087-3174)
- Gregor Perich (ORCID: https://orcid.org/0000-0002-5093-5352)
- Simon Treier (ORCID: https://orcid.org/0009-0002-1333-2197)
- Olivia Zumsteg (ORCID: https://orcid.org/0009-0009-3526-2119)
- Nicola Storni
- Simon Corrado
- Krzysztof Cybulski
- Stefan Göbel Kortstee
- Mike Boss (ORCID: https://orcid.org/0000-0002-7234-3796)
- Price Pius Atuah Akiina
Institutions
- ETH Zurich (CH)
- Instituto de Ciencias Agrarias (ES)
- Swiss Data Science Center (CH)
- École Polytechnique Fédérale de Lausanne (CH)
Publication Details
- Journal
- GigaScience
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1093/gigascience/giaf051
- Citations
- 6
- Primary Topic
- Remote Sensing in Agriculture
- Type
- article
- Field-Weighted Citation Impact
- 10.30
Funders
- National Science Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung