José María Morelos is one of the eleven municipalities that make up the Mexican state of Quintana Roo. Like most of the Yucatan Peninsula …José María Morelos is one of the eleven municipalities that make up the Mexican state of Quintana Roo. Like most of the Yucatan Peninsula José María Morelos is entirely flat with a gentle slope towards the sea, so from west to east.