Although the vehicle was fully operational and the crew members were required to return it, they deliberately chose to ___ it beside the track and walk away.

Explanation

Desert means to abandon someone or something, which describes the crew's deliberate decision to leave the working vehicle behind. Lose means to cease having something, often as an outcome rather than this intentional abandonment; dessert is a sweet course.