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Do any aeronautical engineers know if it's getting any benefit from ground effect at that altitude?

I'm not an aeronautic engineer, but I used to be a pilot. I would say yes, he's getting increased lift by being that close to the ground.

My sources include dusty memories and Wikipedia, so... grains of salt all around.

IIRC as long as it's half the wingspan from the surface yes