1. Hybrid Method for Full-wave Simulations of Vegetation
- Author
-
Gu, Weihui
- Subjects
- Wave propagation, Random media, Remote sensing, Foldy-Lax multiple scattering equation, Radiative transfer, Hybrid method
- Abstract
In this dissertation, a hybrid method combing both the analytical and the numerical solutions is developed for full-wave simulations of vegetation. A realistic field setup is introduced to consider the plant structures and gaps within the vegetation canopy. The scattering of the whole vegetation field is then decomposed and solved in the following two steps. In the first step, the numerical solver is utilized to perform full-wave simulations of one single plant, from which the corresponding T-matrix is extracted based on the near-field using the Huygens principle and vector cylindrical wave (VCW) expansions. The full-wave based T-matrix characterizes the scattering of one single plant and captures the multiple scattering effects caused by the plant structure. In the second step, the T-matrix is combined with Foldy-Lax (FL) multiple scattering equations to consider the interactions among different plants within the vegetation field. The resulting closed-form equations are solved analytically using the VCW expansions and the translational addition theorem. The convergence and the accuracy of the hybrid method are verified with the High Frequency Structure Simulator (HFSS) by comparing the solutions of scatterings from four wheat plants. After that, the hybrid method is applied to investigate the frequency dependence of the vegetation effects by performing full-wave simulations of wheat fields at L-, S-, and C-band. A physical-iterative approach is implemented together with Message Passing Interface (MPI) parallel computing to facilitate the Monte Carlo simulations. The results obtained from the hybrid method are compared with those of the classical radiative transfer equation (RTE) model to illustrate the importance of full-wave simulations. In the second part, the full-wave simulation of forest is realized using the hybrid method after two critical issues are successfully resolved. To overcome the challenge in calculating the tree T-matrix, the general relation between the T-matrix and the scattered field coefficient is first revealed and a far-field based T-matrix extraction method applicable for plants of arbitrary size and structure is thus developed. Second, the memory challenge of hybrid method is eliminated by adopting the iterative solutions for solving the FL equations. The proposed methods are validated with FEKO by comparing the field solutions of scattering from three eight meters tall trees. The full-wave Monte Carlo simulations of forest are performed to investigate the tree effects on microwave propagation and the potential of using L-band signal to retrieve soil moisture over the forested area.
- Published
- 2022