The ground effect phenomenon caused by helicopters in proximity to the ground results in helicopters experiencing a distinctive phenomenon known as brownout in a multiphase environment. However, the substantial computational volume associated with current numerical simulations conducted using the coupled CFD-DEM method restricts the scope of current studies on brownout to individual cases. Consequently, it is currently not feasible to make realistic predictions regarding the impact of rotor design parameters on brownout. In order to make full use of the conclusions of the existing theoretical studies and, at the same time, to save computational resources as much as possible, this paper proposes a novel approach of brownout prediction based on the analysis of the helicopter ground effect flow field eigen quantities in order to gain insight into the nature of the phenomenon of brownout. Firstly, a new approach for predicting helicopter brownout is constructed for the well-developed late-stage ground effect flow field. This is achieved by analysing the rotor flow field characteristics and combining the Greely-Iversen expression in particle dynamics to extract the eigen quantities of each region of the flow field. Secondly, the results of the flow field calculations at different heights are analysed using the aforementioned approach. The effectiveness of the approach is demonstrated by comparing the results with those of CFD-DEM calculations. Ultimately, the results of the numerical simulation of the flow field, when combined with the established prediction approach, allow for the prediction of the brownout phenomenon generated by multiple blade tip shape rotors with different design parameters. Furthermore, a comparative study of the influence of blade tip vortex strength on the development of brownout is conducted, which demonstrates that the rotors of the backswept blade tip have been observed to exert a certain positive effect on the inhibition of brownout, although this influence is limited. In contrast, the rotors of the anhedral blade tip have been seen to transport smaller but larger sand particles with greater efficiency and to re-enter the brownout cycle with greater directness. The rotors of the forward-swept blade tip have been found to cause larger sand particles to participate in the brownout, while simultaneously weakening the transport capacity, which has been resulted in a reduction in the overall degree of brownout.