Oil and natural gas prices dropped in the latter half of 2014, with expectations that energy prices would remain lower than previously projected through 2016. Lower energy prices affect crop production expenses, which in turn influence planting decisions and commodity prices.
The effect of energy prices on the cost of producing particular crops depends on the level and share of production costs for direct energy inputs such as fuel and oil, as well as for inputs such as energy-intensive nitrogen fertilizers and agricultural chemicals. Rice, cotton, and corn have high energy-related production expenses, so lower energy prices are expected to reduce operating expenses for those crops the most.
Lower production costs provide an incentive to plant additional acreage, so plantings of most crops are expected to rise from what they would have been without the decline in energy prices. The exception is soybeans, whose plantings are estimated to fall initially due to relatively small production cost changes and large cross-commodity influences from corn, as they often compete with one another. Nonetheless, the estimated acreage changes due to lower energy prices are small.
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)
Source:usda.gov