The distance from, say, Île Seguin to the Eiffel tower is more like 8km; certainly less than 10.

I also live in Meudon (in the hills); I recently bought an inflatable kayak to try it on the Seine but have not dared use it yet, and so far also failed to convince my kids to try it with me ;-(