This is because the aerated, whipped structure eventually loses its stability by deflating or "weeping" out its water content. Luckily, you can make a more stabilized version by simply adding in a ...

Cream of tartar, a dry white powder ... quantity added to boiling vegetables helps retain their bright colour. In whipped cream, it prevents the cream from flopping by stabilising it.