Actually copper is an excellent conductor of heat and much better than aluminum.:
I took this off a metal conducting chart:
Copper:Copper (pronounced /ˈkɒpɚ/) is a chemical element with the symbol Cu (Latin: cuprum) and atomic number 29. It is a ductile
metal with excellent electrical conductivity. Copper is rather supple in its pure state and has a pinkish luster which is (beside
gold) unusual for metals, which are normally silvery white. It is used as a heat conductor, an electrical conductor, as a building
material and as a constituent of various metal alloys. Copper is the best heat conducter next to silver.
Material
Bulk Conductivity (W/mk)
Silver, Pure 418.0
Copper 11000 388.0
Aluminum 6061 T6 167.0
Zinc, Pure 112.2
Iron, Cast 55.0
Solder, 60% Tin 50.0
Titanium 15.6
Thermal Grease, T660 0.90
Fiberglass 0.040
Air, stp 0.025
But besides that. Copper is much easier to solder and repair if it leaks. Aluminum is very hard to solder with regular home materials and tools. I could have done it on my job, but I am retired. Also copper tubing is very available and it doesn't rot like aluminum. Aluminum is much cheaper and lighter which is why heat sinks in electronics are made of it but cars use copper for their cooling system even though it is much more expensive because a smaller copper radiator is more efficient than an aluminum one and can be made smaller.
It is true that the tubing is round. I looked for square tubing and although it is kind of available, it is very expensive and hard to connect to anything and be water proof. To secure the LEDs to the round copper is easy. The base of the LEDs I have is less than a quarter of an inch. The thermal glue is thick and will take up the room on the sides of the led. Of course I would like the tubing to be square but I don't have the budget of NASA and must use what I can get reasonably and at a reasonable cost. I have plenty of flexible tubing and copper sheet but I want to use rigid tubing for looks. I can also solder small copper disks to the round copper tubing for a better heat transfer but I am hoping I don't need to do that. I will experiment before I build the thing. I have a Whitney Punch (metal hole puncher) and can make copper disks. But as I said, this is not going to the moon.