As you can see in the app under the round yellow "i" button:
"Money appears almost everywhere in the world"
"Supplies appear mostly outside of cities and villages"
"Personnel mostly appears inside cities, towns and villages"
Every time you capture land, new resources will spawn around you.
The chance for big stacks of resources always stays at 1%