This is rice paddy art. It's made by planting different colors of plants in the rice paddy fields so that it makes a recognizable pattern. Certain areas of Japan are famous for their elaborate ones (like the samurai above, which is on display this year).
I had no idea about this until I read about it in Boingboing yesterday.
