WASHINGTON — President Trump will head to Tennessee on Monday to appeal to farmers, a key demographic that helped elect him, as he promotes his tax law and previews a new White House strategy to help rural America.

But back in Washington, some of the economic policies his administration is pursuing are at odds with what many in the farm industry say is needed, from a potentially drastic shift in trade policies that have long supported agriculture to some little-noticed tax increases in the $1.5 trillion tax law.

American farmers are facing some of the most challenging times in a generation. Global prices for their products — including corn, wheat and other commodities — are mired in a multiyear slump, and the rural economy has remained sluggish since the recession. Net farm income has been roughly halved in the last four years, the largest four-year decrease since the Great Depression, the American Farm Bureau Federation says.

Many farmers and farm states supported the president, whose campaign made overtures to parts of America that had been left behind economically and felt overlooked in Washington. The farm community has cheered the president’s deregulatory agenda, especially a move to rescind tighter regulations on water pollution. Mr. Trump’s appearance at the American Farm Bureau Federation’s annual convention in Nashville on Monday will mark the first time in 25 years a president has attended.

In his speech to the group, the president is likely to touch on the successful passage of the tax bill and his administration’s initiatives to combat opioid addiction, White House officials said in a briefing on Friday. The White House is also expected to release a report Monday on reviving rural prosperity, which will outline goals for helping rural areas, including expanding high-speed internet, health services, work-force training and the use of biotechnology. The report stems from an executive order Mr. Trump signed in April.