We identified that the growth kinetics of ZrO₂ could be well-tuned in a CH₃COOH–CH₃COONa based buffer solution, which provided an efficient way to build uniform ZrO₂ nanoshells on various substrates. Using this synthetic strategy, yolk–shell structured Pd@ZrO₂ is demonstrated as a promising catalyst for methane oxidation.