Yes if you want desert, you need to download a desert map.
You can also use the .time command to change the time, it looks like:
.time (hour) (minutes) (time ratio)
So to change it to 1 am and freeze the clock it would be:
.time 01 00 0
Any time before 0530 will be night time.