Lake salinity is an important parameter to characterize physical and biogeochemical processes. We proposed a microwave-optical integrated framework for high-precision salinity estimation, producing a 10 m resolution Inner Mongolia Xinjiang Lake zone lake salinity dataset (2016–2024). Salinity increased significantly in Lake Daihai and Lake Dalinor. The dataset can contribute to research on salinization prevention and salinity budget research.