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Fire Ecology
Fig. 4 | Fire Ecology

Fig. 4

From: Climate limits vegetation green-up more than slope, soil erodibility, and immediate precipitation following high-severity wildfire

Fig. 4

Boxplots of Shapley additive explanative (SHAP) values decomposing contributions of each variable to the expected outcomes from the year 5 random forest model applied to mean climate + highly erodible year-of-fire scenarios. The baseline (0) is the mean NBR value predicted from the entire dataset (NBR = 243), positive and negative values indicating the direction and magnitude of the contribution of each variable. SHAP values were calculated from 100 draws from mean climate + 90th percentile and above of year-of-fire values, with the mean climate values and range of year-of-fire values used on the y-axis. VPD, vapor pressure deficit; T max, maximum temperature; PPT, precipitation; CoV, coefficient of variation; CWD, climatic water deficit

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