dirty blonde vs yellow-haired

dirty blonde

• Of a dark blonde colour/color bordering on light brown. 

• A dark shade of blonde, bordering on light brown. 

• A person with dark blonde hair. 

yellow-haired

• Blond, having yellow-colored hair.