I would expect the tires to affect city riding power consumption more than highway riding.
The DS rides about 5" higher than the S. Probably is somewhat less aerodynamic - though 15% lower range seems high.
Discussing this on multiple forums:
Richard brought up frontal area.... and there's ~3" difference in seat height. That 3" height is almost all tires/wheels/suspension... the bulk of the bike stays the same. With that 3" height and lets say a 130mm width of the rear tire (~15") is roughly 45in^2 more frontal area. Lets kick that up to 60in^2 for good measure because if you do increase front height, you may increase the body cross sectional area a bit... but not by much.
Lets say the Zero itself is 500in^2 of frontal area... it should be close. I threw the values in my old elmoto calculation sheet with a 500 and 560 in^2 cross sectional areas, 0.8 Cd at a 70mph cruise. The drag Coefficient on these is going to be fairly bad since they're unfaired.
96.71Wh/mi for 500in^2 and
106.5Wh/mi for 560in^2
So a ~10Wh/mi change.... and it's right around 10wh/mi for other cross sectional areas I tried... like 400/460, 300/360
Looking at the Zero DS and S (166Wh/mi and 142.9Wh/mi respectively).... frontal area would account for 10wh/mi .... the actual difference is ~23wh/mi... so that other 13Wh/mi is coming from somewhere.
So yes it does effect the wattage useage some. I'd guess that less than 1/2 of that increase is due to increased frontal area. So with 6.4Wh/mi change change for city driving between the S and DS (that's probably all to do with rolling resistance because the speed is so low)... and lets say another 10wh/mi for an increase in frontal area at 70mph... that's maybe 17Wh/mi estimated difference... but real world there's a 23wh/mi difference. Pretty close....
It's amazing what you can do with just changing the rolling resistance of the tires and your cross sectional area..... tucking sounds better doesn't it