Forecasting severe grape downy mildew attacks using machine learning.

The probability of high leaves severity shows an increasing trend as a function of precipitation increase ( Fig 6 ).

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The sensitivity of the probability of high disease severity to temperature is consistent with the partial dependence plots obtained for temperature ( Fig 7C and 7D ); these plots reveals a decreasing trend in April and an increasing trend in June but with a plateau covering a large range of temperatures.

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