Two or more agencies may by agreement share or divide the responsibilities of lead agency through any arrangement agreed upon. In such event, however, the agencies involved shall designate one of them as the nominal lead agency, which shall be responsible for complying with the duties of the lead agency under these rules. Other agencies with jurisdiction shall be notified of the agreement and determination of the nominal lead agency.