U.S. net farm income—a measure of the sector’s profitability—is forecast to be $73.6 billion in 2015, down nearly 32 percent from 2014’s forecast of $108 billion. The 2015 forecast would be the lowest since 2009 and a drop of nearly 43 percent from the record high of $129 billion in 2013.
Lower crop receipts (-$15.6 billion) and livestock receipts (-$10.1 billion) are the main drivers of the change, as production expenses are projected up less than 1 percent ($2.5 billion) and government payments are forecast to increase about 15 percent ($1.6 billion) in 2015.
Net cash income is forecast at $89.4 billion, down about 22 percent from the 2014 forecast. Net cash income is projected to decline less than net farm income primarily because it reflects the sale of carryover stocks from 2014.
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)
Source:usda.gov