apply some baby oil or olive oil, then clean it. its normal... applying oil makes the dirt comes off easier...
if u are afraid of wind, after cleaning, appply medicated oil... tats what i do...
actually since u are pregnant, if u can endure, endure it first, coz by the last trimester, u no need dig, ur navel will also expand/ pop out, by then its very easy to clean