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Frank Ewert

University of Bonn
Wageningen University and Research Centre

296

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16165

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Machine learning in crop yield modelling: A powerful tool, but no surrogate for science

2022 Agricultural and Forest Meteorology
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Extreme lows of wheat production in Brazil

2021 Environmental Research Letters
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Crop model inter comparison study for the same soil ecosystem under different climatic conditions

2021
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Modelling Agroforestry’s Contributions to People—A Review of Available Models

2021 Agronomy
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Comparison of Machine Learning Methods for Predicting Winter Wheat Yield in Germany.

2021 arXiv: Learning
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Building Resilience to Vulnerabilities, Shocks and Stresses

2021
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Winter Wheat Yield Prediction Using Convolutional Neural Networks from Environmental and Phenological Data

2021
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Implications of data aggregation method on crop model outputs – The case of irrigated potato systems in Tasmania, Australia

2021 European Journal of Agronomy
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Effects of Recent Climate Change on Maize Yield in Southwest Ecuador

2021 Atmosphere
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Diversification for enhanced food systems resilience

2021
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