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It would be helpful if you could provide the altitude of Payette lake. Then others who operate at similar altitudes can give you the information you seek.Wondering if anyone out there is running any of the AR222 models on Payette Lake in Mccall ID or Lake Cascade in Donnelly ID. Curious on the performance of the 1.9's at altitude.
At your elevation, 5000', you will see a noticeable loss in performance compared to sea level performance. Those engines are normally aspirated. A supercharged engine will maintain performance at higher elevations better. On an 80° day, the air density would be about the same or worse as it would be at about 7500 on a standard day (density altitude).
Flattening the pitch of the impellers will give a boost in bottom end acceleration, but your top speed will suffer. It would be like driving your car in low gear.
You need power, which is RPM x torque. Torque equates to manifold pressure, which is lower at higher elevation. Density altitude is only half of the equation, pressure is the other half. Density altitude in Phoenix, 1000' elevation on a 120° day is about 5000', which would be the same as Lake Cascade on a standard day. But the engines will produce more power in Phoenix because the atmospheric pressure (manifold pressure) is higher. The atmospheric pressure in Phoenix would be about 29" Hg, whereas the atmospheric pressure in Idaho would be about 25" Hg.
A supercharged engine can maintain the manifold pressure at higher elevations.
You are correct that, as you've seen in your own boat, a flatter pitch propeller increases low end acceleration. You're getting more horsepower on the low end because you're increasing RPM, while manifold pressure stays the same. Top speed suffers because the engine can't run any faster.
Density altitude is a comparison of specific conditions to the International Standard Atmosphere (ISA). Engine manufacturers rate their engines at specific manifold pressure and RPM.
Boosting an engine will allow it to maintain rated horsepower at higher elevations because manifold pressure can be maintained. No need for an impeller change. This is why I mentioned the idea of a supercharged engine in my first post. Yamaha offers some boats with supercharged engines, but not the one the OP asked about.
I have owned normally aspirated airplanes for the last 50 years. I have flown into Telluride, Colorado, the second highest airport in North America (9078') several times. When you push the throttle in for takeoff and watch the manifold pressure gauge stop at 20" Hg, your butt puckers up. Technically, it wasn't even legal to take my Piper Aztec there because the performance charts only went to 8000'. I was solo and the takeoff was fine, but quite long.
I have the 1.8's at similar altitude The 1.9s will be similar in performance. My dealer put in high altitude impellers and didn't even really act like it was an option to stick with stock. My understanding is stock impellers are not going to work and may not even get you on plane. I lose top speed for sure. I mostly boat at 4000' to 5000' but sometimes up to 7500'. I notice quite the drop in speed when I go higher. Most performance reviews for my boat say mid to high 40s at sea level. I get 42mph tops at 4000' and 37mph at 7500'. Your boat will be faster but with similar drops. I would expect you to be hitting mid 40s. Hole shot power isn't a problem. You will be able to pull, ski, board, and surf and will be amazed at the take off power.
Your biggest problem will be that you would be kind of between elevation uses. You probably wouldn't go much higher than McCall unless you get to east Idaho, but you do have a lot of 3000' lakes that you could go to and maybe even lower. You will need to get impellers pitched for the elevation you will be running. Other than some top speed reduction, it will run fine.
The amount of boost you get from a supercharger will obviously depend on how it's designed. I'm not familiar with the Yamaha setup, but my supercharged Kawasaki has a blow-off valve to dump excess boost. Where I normally ride it, elevation 2000' and about 100°F (density altitude 5000+'), I still get about 12-13 PSI boost. It still reaches the USCG mandated max speed of 67 MPH easily. I've heard that the new models will let the supercharger pump max pressure for a short period (30 seconds?) to get it moving, then the blow-off valve kicks in to keep the engine from grenading. I don't know what the max sea level boost pressure is for those engines.
I don't have a clue how much pressure the Yamaha SC engines are designed to run at. If they pump excess air, then you could still maintain rated power until you reach critical altitude.
Anyway, interesting discussion. In answer to the OP's question, high elevation will cause performance to suffer. It can be noticeably improved with flatter impellers. Supercharging is another alternative, but that also brings increased cost and maintenance. I suppose it all depends upon what the manufacturer's intent was with supercharging. I would guess they want to create more power at sea level, whereas in an airplane the goal is to maintain sea level performance at high altitude.