The U.S. Farm Belt braced for deeper pain from the escalating trade battle between the world’s two biggest economies after China said it would suspend all imports of U.S. agricultural goods.

China’s move will affect farmers raising fuzzy green soybean pods in Illinois, milking cows in California and feeding hogs in North Carolina, all of whom have seen business suffer as a result of tariffs that Chinese officials implemented last year.

China’s...