Author

Masahiro Ryo

Leibniz Centre for Agricultural Landscape ResearchORCID 0000-0002-5271-3446Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

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Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Amanda B. BurtoniD· 1 shared Didier PelletiD· 1 shared Josepha SchilleriD· 1 shared Juan Manuel HerreraiD· 1 shared Laura StefaniD· 1 shared Lilia Levy HäneriD· 1 shared Margot Visse‐MansiauxiD· 1 shared Simon TreieriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Amanda B. BurtonORCID

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1 paper

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