Websites: 

Agricultural Statistics Annual
Published by the National Agricultural Statistics Service with archival editions dating from 1936.

Food and Agriculture Organization of the United Nations
The FAO's website is an excellent resource for research on agriculture, fisheries and forestry.  Links to documents and reports of the organization as well as statistics.

National Agricultural Library
A U.S. Department of Agriculture website.  Links to papers and reports.