Author

Simon Treier

AgroscopeORCID 0009-0002-1333-2197Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Achim WalteriD· 1 shared Amanda B. BurtoniD· 1 shared Andreas HundiD· 1 shared Beat KelleriD· 1 shared Brenda Patricia Aguirre-CuellariD· 1 shared Corina OppligeriD· 1 shared Didier PelletiD· 1 shared Flavian TschurriD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperPlant Biology

Achim WalterORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Explainable AI shows climate impacts on wheat yields: insights from 30 years of field data.

Margot Visse‐Mansiaux, Masahiro Ryo, Amanda B. Burton, Tasin Siraj, Josepha Schiller, Simon Treier, Didier Pellet, Laura Stefan, Lilia Levy Häner, Juan Manuel Herrera, Thomas Cherico Wanger

The paper uses XAI and IML methods on 30 years of wheat yield data to identify climate variables affecting yields and their interactions with genotype.

bioRxiv · Sep 19, 2025 · PreprintPlant Biology

The FIP 1.0 Data Set: Highly Resolved Annotated Image Time Series of 4,000 Wheat Plots Grown in Six Years

Lukas Roth, Mike Boss, Norbert Kirchgeßner, Helge Aasen, Brenda Patricia Aguirre-Cuellar, Price Pius Atuah Akiina, Jonas Anderegg, Joaquin Gajardo, Xiaoran Chen, Simon Corrado, Krzysztof Cybulski, Beat Keller, Stefan Göbel Kortstee, Lukas Kronenberg, Frank Liebisch, , Achim Walter

The paper introduces a large-scale wheat phenotyping dataset with time series imaging and trait data across six years, enabling studies on genotype-environment interactions and crop modeling.

GigaScience · Jan 1, 2025Peer-reviewedPlant Biology