That 1st photo looks like the biosphere area. Further north in Puebla state, the landscape was flatter and the desert flora was more diverse.
There's a road from Zacatecas to San Luis Potosi which has the most amazing array of cacti I've ever seen. Mexico has more species of cacti than any other country.