Leaving out the rods wouldn't work - they are a completely different material. More than likely (based on my initial assumptions and that book I linked to - check it out, Enable...I'm thinking of buying the reprints of all 3 volumes), the rods are wrought iron and those shoes on the wood compression members are cast iron.
I'd prefer to leave them in place and just not change the loading on them, but if that's not an option (snow, change of occupancy, etc.), then I'd say shore up an area and take apart one of the trusses and test the components. You'll have to rebuild at least one truss - if the results come back and it it's no adequate then you'd have to replace them all anyway. Not much you can do to 'reinforce' a truss like that.