Data collection methodologies for mobilities influenced by environmental factors still grapple with the multicausality of movement, the differentiation between forced and voluntary instances, the outcomes of migration, and the inclusion of immobile populations. This Policy Brief argues for further developing recent advances in data collection, such as large-scale tracking tools, alongside mixed methods approaches, to address persistent blind spots and develop well-informed policies.