Moleskin is a thick, soft fabric. Similar to a wide wale corduroy without the wales. It's a cold-weather garment, and the tan color is more of a camel. It's definitely heavier. I'd say it's a bit less casual though, as moleskin is typically worn with dressier pieces, although you can certainly pair it with boots and casual looks.
...and they are comfy as hell!