Question

why do farmers grow Some crops in some areas and not in other areas

Answer 1

Because only some crops have the capability to grow in that place.
Another crops like cotton etc... will not grow in red sand land and it only grows in black soil land

Answer 2

because different kind of required different different kind of soil composition
like wheat required moist soil