Some aspects of multi-parameter potential theory are developed: we giv
e a Choquet-type integral representation for measures which are superm
edian for a countable family of submarkovian resolvents of commuting k
ernels on a Radon measurable space. For the subclass of polysupermedia
n measures we prove a Riesz-type decomposition, and we show that there
is a 'unique' integral representation by minimal polysupermedian meas
ures. The setting covers a variety of very different examples like ran
dom fields, measures on product spaces which are supermedian for resol
vents on the factor spaces, and completely supermedian measures.