This thesis is concerned with so-called quarklets and their properties. In particular, we investigate near-optimal approximations of explicitly and implicitly given L_2-functions with hp tree structures based on quarklets. We develop several adaptive methods in the context of partial differential equations and demonstrate their high order convergence rates in numerical experiments.
