If you want a good anchor, consider buying a basketball net.  Maybe $3.00 at Walmart.  

Feed a short rope through the bottom of the net, cinch it tight and tie it off.  Then, when you get to your lake, find a decent-sized rock, put it inside the net, then thread your anchor rope through the loops at the top of the net and tie it off.  You'll have a perfect anchor every time.