In a herbicidal composition containing a sulfonylurea compound of the formula (I):a carboxymethylcellulose salt, a ligninsulfonic acid salt, a surfactant and water, growth of particle of the sulfonylurea compound suspended in the herbicidal composition scarcely occurs after the storage.