North Africa was the Roman Empire’s breadbasket. It isn’t anybody’s breadbasket now. The climate does change. People adapt.
The Roman farming areas get plenty of rain, even today. The Med. coasts of Algeria and Morocco. Agriculture could do very well, properly managed. Israel does very well in much drier conditions.
The reason the Anasazi Indians are gone is believed to be climate change, the region dried up.