ROMI is
computed using OLR only and as such is a purely
convective index of the MJO. The EOFs depend on the day of year, latitude and longitude. To plot the diagram in
the same phase space as the Wheeler-Hendon RMM index, the sign of ROMI PC1 is reversed and the PC ordering is
switched, so that ROMI(PC2) is analogous to RMM(PC1) and -ROMI(PC1) is analogous to RMM(PC2).