For applications in pure math (enumerative algebraic geometry etc.), see this mathoverflow discussion: http://mathoverflow.net/questions/83624/why-tropical-geometry . The last answer there indicates some applications to the study of DNA, see e.g. the book Algebraic Statistics for Computational Biology, ed. by L. Pachter and B. Sturmfels, Cambridge, Cambridge University Press, 2005.