The obvious worry for most people is, of course, fire. However, timber buildings are famously good at standing up to flames – columns and beams will char in an inferno, and that charred surface can actually stand up longer to heat than exposed steel. While steel heats up and buckles, wood first loses its water weight, then chars and resists the flames.
Umm.. When I look at the picture, I see a wooden chimney.