This segment of the canal, along the Buffalo River, has a number of abandoned grain silos. The Erie Canal has been replaced by the St. Lawrence Seaway and Canada's Welland Canal for much of the business. This image is from a cruise ship.

Cruise ship info: http://www.spiritofbuffalo.com