Lung resident memory (Trm) CD8 T cells induced by influenza A virus (IAV) are pivotal for providing heterosubtypic immunity, but are not maintained long term, causing gradual loss of protection. This contrasts sharply with long-term maintenance of Trm induced by localized infections of the skin and other tissues. Here we show that the decline in lung Trm is determined by an imbalance between apoptosis and lung recruitment and conversion to Trm of circulating memory cells. At the cellular level, circulating effector memory (Tem) rather than central memory (Tcm) cells are the precursors for conversion to lung Trm. Time-dependent changes in expression of genes critical for lymphocyte trafficking and Trm differentiation, in concert with enrichment of Tcm, diminish the capacity of circulating memory CD8 T cells to form Trm with time, explaining why IAV-induced Trm are not stably maintained. Importantly, systemic booster immunization, through increasing the number of circulating Tem cells, increases lung Trm, providing a potential new avenue for future IAV vaccines.