I'm hardly an expert on this, but I'll just pass on my very limited experience. I was using a commercial varnish, and adding transparent iron oxides for color. It worked really well during application, but if I had any left over, it gelled within a couple of hours. Umber is a natural pigment that contains manganese oxide, and iron oxide. I would think that if you tried to cook it in, it might gel up immediately.