It's the shirt The Dude wears when the millionaire Lebowski tasks him with the money drop.
Jeff Bridges is known to use his own wardrobe in films when he can. Apparently this shirt was passed down from his father and he always thought it was cool.
Among other personal wardrobe items in The Big Lebowski were his hilarious sandals and the famous sweater.
Browse the entire Lebowski Collection here