During the Roman Empire the Romans digged a ditch that runs north through what is now known as the Ladygrove area north of the town near Long Wittenham . The Romans attempted to drain the marshland by digging the ditch that runs north through what is now known as the Ladygrove area north of the town near Long Wittenham .