The agriculture sector could see widespread selling after fertilizer maker Agrium issued a warning about its earnings, CNBC's Jim Cramer said Thursday.

Agrium shares were down Thursday, after the company issued lower guidance for the second half of its fiscal year, citing strong growing conditions.