Most likely static electricity from a synthetic shirt, which is a bigger problem in the cold, dry air of late autumn/early winter.
Possible solutions here.
I get this behaviour with my HRM as well, but just live with it. The calories burned figure during exercise depends far more on distance run than heart rate, so I personally wouldn't worry unduly about this. Electrode gel, or a sheet of Bounce in the tumble dryer seem like simple things to try if you're determined to solve the problem.