Cycle touring. First chain failure. Thoughts on cause?
Well, only really one proximate cause for this: chain was weakened through wear and fatigue (it looks a bit old), you applied enough force to break it. 

Likely that there is no single event that broke or weakened the chain. 

Chain failure happens. Think of it a a rite of passage.