Are the rules for animals as strict in rural areas as they are in urban areas?

Each state sets their criminal code, including the animal abuse laws. The laws are consistent across the state. Some large cities will supplement the laws with additional regulations. Enforcement is harder in rural areas then in urban areas, but the laws are the same.