Fig. 1From: Using soil bacterial communities to predict physico-chemical variables and soil qualitySummary of the steps taken to produce the random forest models. A range of models were created, based on three different subsets of the data: all native and managed sites, all managed (AM) sites only, or non-pastoral grassland (NPG) managed sites only. Random forest analyses were performed using the ‘randomForest’ package with default parameters (Liaw and Wiener 2002)Back to article page