Fourteen RB-50Bs were modified at Boeing-Wichita with SHORAN navigation radar for special missions. These planes were redesignated RB-50F. The SHORAN radar navigation system was used to conduct mapping, charting, and geodetic surveys. However, it was found in practice that the SHORAN system interfered with the RB-50F's defensive armament, so the SHORAN radar and its associated equipment were housed in removable kits.
The first RB-50F aircraft entered service with SAC in January of 1951. The serials of the RB-50Fs were as follows:
47-118/127 Boeing B-50B-40-BO Superfortress c/n 15802/15811 All later modified to RB-50B configuration. 121 modified as RB-50F with navigational radar. 47-128/137 Boeing B-50B-45-BO Superfortress c/n 15812/15821 All later modified to RB-50B configuration. 134, 137 modified as RB-50F with navigational radar. 47-138/147 Boeing B-50B-50-BO Superfortress c/n 15822/15831 All later modified to RB-50B configuration. 138/142, 144, 146 modified as RB-50F with navigational radar. 47-158/162 Boeing B-50B-60-BO Superfortress c/n 15842/15846 All later modified to RB-50B configuration. 158/160, 162 modified as RB-50F with navigational radar.