Partial dependence plots showing the effect of the three most important variables predicating vegetation type in northeast Brazil. A. Soil pH; B. Precipitation in the wettest month; C. Precipitation seasonality (coefficient of variation of monthly precipitation). The y axis shows the log odds of a pixel being in each vegetation type, given varying levels of the focal predictor variable, with all other predictors held at the mean of the dataset.