The Time History of Events and Macroscale Interactions during Substorms mission studies how the solar wind interacts with Earth’s magnetic field using five rotating spacecraft. After one spacecraft lost its measurements along its rotation axis, we used the two remaining magnetometer components with the spacecraft's spin to reconstruct the missing component with lower time resolution. A comparison with earlier data, when all components were available, shows that reconstruction is possible.