In this study, we seek to understand why some of these models produce this zonal contrast and others do not, along with to investigate and better understand the variability in the transition region for models that produce the dipole. To do this, we analyze the output from 43 state-of-the-arts CMIP6 models. Overall, twenty-nine (29) models produce a dipole pattern in precipitation change across Sahel from the 20th to the 21st century, while the remaining fourteen (14) models do not. Composite analysis shows that models that produce the dipole pattern simulate the shift of the Atlantic Intertropical Convergence Zone (ITCZ) farther to the south, while models that do not produce the dipole pattern shift the Atlantic ITCZ relatively to the north. An investigation of the relationship between the change in Sahel precipitation and SST based indices for the zonal and non-zonal models show that the strong relationship between these indices is driven by the non-zonal models. Finally, we propose an index that allows us to quantify where the east-west transition from drying to moistening occurs in each of the models. We found that regions, where these models transition from drying to moistening explains a large portion of the uncertainty in the total precipitation change across the Sahel. However, the proposed indices are not strongly correlated with most of the SST based indices. Thus, suggesting that fully understanding this zonal variability over the Sahel must go beyond the SST focused analysis of most previous studies.

