I think it has alot more to do than whether or not it is just a new tank. Diatoms are apparently brought on by silica and phosphate. Silica is in the glass, and if you use certain sands for substrate, there too. So in those cases, in time, the diatoms may eventually go away. But you may also have some of these elements present in your water, especially if it is well water like mine. I still get slight amounts of diatoms 18 months after setting up a tank, but nearly as much as after initial setup. I just keep my glass clean and with my WC's. If it continues to be a real problem, there are products that will remove silica and phosphate from the water. I choose not to use them because they usually have to be replaced/regenerated every so often and it just gets time consuming and costly. Just my .02, good luck.