Tarballs, which are lumps of oil weathered to solid sticky species, are mainly originated from offshore petroleum activities such as drilling, production, and maintenances. Removing them from water contaminated surfaces is not an easy separation process. Hence, it seems necessary to appropriately characterize them and to find an effective removal method to diminish their concentration in targeted beaches and oceans/seas. Besides the experimental work, a population balance model is developed to obtain the evolution of tarball aggregates size distribution in this study. The model predictions are compared to the experimental results, which are determined by an image analysis technique. The comparison shows a satisfactory agreement, implying the reliability and accuracy of the developed model. The model considers the fractal nature of the tarball aggregates so that the fractal dimension is calculated to be 1.9. The impact of poloxamine copolymer on the evolution of the size distribution of tarball aggregates is investigated. It is found that with increasing the concentration of poloxamine from 0 to 16.67 and 33.33 g/L, the average particle size increases from 90 to 99 and 155 μm, respectively. The number of the particles for an average diameter is determined through an experimental procedure. The average diameter increases with time before the steady state condition is achieved. It then lowers to become almost constant. This study can provide a systematic procedure to characterize tarballs, leading to finding an efficient technique for elimination of tarballs.