Abstract Refugee and internally displaced people (IDP) settlements are highly dynamic, with rapid changes to demographic and geographical structures. Knowledge of the population size, disaggregated by demographic attributes, is essential to informing humanitarian programming and settlement planning by humanitarian organizations. However, access to such data, when formal censuses of settlements have not been conducted, creates a significant barrier. In this paper, we present a methodological fram