Characteristics of real-scale bubble/oil-driven plumes in a stably stratified fluid with a cross flow is studied using large-eddy simulation (LES). The dataset contains high-resolution instantaneous snapshot and time-averaged bubble and oil concentration fields. The instantaneous 3D velocity fields as well as the statistical profiles of mean velocity, velocity variance of environmental flow are also contained.