Although the surface nanobubbles have been observed more than a decade ago,the reason why they are stable is a controversial topic.Here,we propose a mechanism that the contact line pinning: which results from the intrinsic nanoscale physical roughness or chemical heterogeneities of substrates,leads to stable surface nanobubbles.