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François Brun

Institut National de la Recherche Agronomique

SCHOLARLY PAPERS

4

DOWNLOADS

255

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Causal Analysis Methods for Estimating the Impact of Drought and Cold Events on Crop Yields

Number of pages: 45 Posted: 03 Mar 2025
Cláudia Mendes, Korgan Aldebert, François Brun and David Makowski
University of Paris-Saclay - INRAE, affiliation not provided to SSRN, Institut National de la Recherche Agronomique and University of Paris-Saclay - INRAE
Downloads 87 (765,566)

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drought, cold wave, maize, sunflower, causal analysis, machine learning, yield

2.

Assessing the Impact of Weather Forecast Uncertainties in Crop Water Stress Model Predictions

Number of pages: 23 Posted: 13 Mar 2023
Bachar Tarraf, François Brun, Laure Raynaud, Sébastien Roux, Yulin Zhang, Loic Davadan and Olivier Deudon
affiliation not provided to SSRN, Institut National de la Recherche Agronomique, affiliation not provided to SSRN, Université Montpellier I, University of Montpellier - CHU Montpellier, IFV, UMT SEVEN and affiliation not provided to SSRN
Downloads 79 (816,709)

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Vineyard water stress - Ensemble prediction - Weather data - Forecast uncertainty - Post-processing

3.

Effects of high spring rainfall on downy mildew and grapevine yield in France

Number of pages: 40 Posted: 01 Sep 2025
Cláudia Mendes, Marc Raynal, Marc Fermaud, François Brun and David Makowski
University of Paris-Saclay - INRAE, affiliation not provided to SSRN, affiliation not provided to SSRN, Institut National de la Recherche Agronomique and University of Paris-Saclay - INRAE
Downloads 54 (1,020,567)

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Grapevine, spring precipitation, downy mildew, causal analysis, Machine Learning, yield

4.

Comparing Machine-Learning Models of Different Levels of Complexity for Crop Protection: A Look into the Complexity-Accuracy Tradeoff

Number of pages: 48 Posted: 03 Oct 2023
Olivier Gauriau, Luis Galarraga, François Brun, Alexandre Termier, Loic Davadan and François Joudelat
Université de Rennes 1 - CHU de Rennes, Université de Rennes 1 - CHU de Rennes, Institut National de la Recherche Agronomique, Université de Rennes 1 - CHU de Rennes, IFV, UMT SEVEN and Institut Technique de la Betterave
Downloads 35 (1,249,711)

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Interpretability, crop protection, Model Interpretation, Regression