Fig. 3 | Scientific Reports

Fig. 3

From: Predicting changes in agricultural yields under climate change scenarios and their implications for global food security

Fig. 3The alt text for this image may have been generated using AI.

Model root mean squared error (RMSE) from tenfold cross validation (top) and deviance explained by each model (bottom) across 5 imputed dataset fit estimates. Black circles show model-specific mean RMSE and explained deviance, calculated across imputed datasets. Legend: GLM RI, Generalised Linear Mixed Model (GLMM) with random intercepts; GLM RS, GLMM with random intercepts and slopes; GAM RI, Generalised Additive Mixed Model (GAMM) with random intercepts; GAM RS, GAMM with random intercepts and slopes; LM, pooled OLS model.

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