By Angela Chen 

Deere & Co. anticipates sales of farm machinery falling by 20% in 2015, as the first major slump in the U.S. farm-machinery market in a decade draws momentum from lower crop prices and falling incomes for farmers.

Deere, the world's sales leader in tractors and harvesting combines, reported a 20% drop in its fiscal fourth-quarter profit from a year before, with a 32% plunge in income from its farm-machinery business alone. A steep slide in the cyclical farm-machinery market has long been anticipated after Deere and competitors CNH Industrial NV and Agco Corp. benefited from an extended stretch of elevated machinery demand fueled by rising consumption of corn by the ethanol industry and generous U.S. tax breaks for machinery investments.

Falling crop prices, weakening overseas sales and the curtailment of tax incentives have dampened demand for farm equipment, particularly for large models in the U.S. and Canada where Deere dominates the market. Deere predicts U.S. cash receipts from farming next year will be $391.5 billion, down 5% from its 2014 forecast. Industrywide unit sales of high-horsepower, two-wheel drive tractors in the U.S. are down 11% in the January through October period, according to the Association of Equipment Manufacturers. Sales of harvesting combines are down 21.3% in the same period.

Deere has slashed production volumes at assembly plants to avoid a glut of new, unsold equipment at its dealers. The company anticipates a 20% decline in its farm-machinery sales in 2015, following a 9% decline in 2014, will be a sufficient reduction in demand for a sales rebound to begin in 2016.

"Given how we view the market and given where we see things from a historic basis, our view would be that the risk of [2016 sales] being down significantly is relatively small," said Tony Huegel, director of investor relations, during a conference call with analysts Wednesday.

But some analysts are bracing for a longer slump, especially since most farmers already are using late-model tractors and combines, reducing their need to purchase replacements.

"I don't seen a turn in the market as quickly in 2016 as the company," Stephen Hoedt, a senior analyst with Key Private Bank in Cleveland. "It's more likely we'll see the market stabilize instead of rebound."

During the quarter ended Oct. 31, Deere reported that farm-equipment sales dropped 13% from a year before to $6.17 billion, while operating income plunged 32% to $682 million. For fiscal 2015, Deere predicted farm-machinery sales would fall 20% from the $26.4 billion in sales logged this year.

Deere's construction and forestry equipment business offset some of the decline in farm machinery. Fourth-quarter income from construction rose 93% from the year before to $228 million, as sales climbed 23% to $1.87 billion. Construction's operating margin expanded to 12.1% from 7.7% a year before on higher machinery volumes and lower overhead costs. Deere attributed the unit's improvement to a better U.S. economy, a recovering housing-construction industry and rising overseas sales. Deere expects sales from the construction business to rise about 5% above the $6.6 billion in 2014.

Overall for the quarter, the Moline, Ill., company reported income of $649 million, or $1.83 a share, down from $807 million, or $2.11 a share, a year earlier. Total revenue, which also includes the company's finance business, fell 5.1% to $8.96 billion. Analysts had projected expected earnings $1.57 a share from revenue of $7.75 billion.

For fiscal 2015, Deere forecast a 15% decrease in overall sales with profit at $1.9 billion, implying earnings per share of $5.35 to $5.50, well short of analysts' expectation of $6.34 a share.

Angela Chen contributed to this article.

Write to Bob Tita at robert.tita@wsj.com

Write to Angela Chen at angela.chen@wsj.com

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