“…It encompasses a range of surveys, including numerical modeling of ROM, synthesis of surface texture, analysis of roughness patterns and fractal fluctuations, investigation of SAR texture electromagnetic interactions, and the generation of an optimal reference roughness model. The proposed approach reduces the reliance on ocean empirical approximations and field observations [11], [35], [38], as well as the limitations of formulations [6], [22], such as dimensionality [30], [50], [55], large-scale formulations [3], [41], modulation effects [53], [68], [74], stochastic distributions [19], [42], [76], and wavenumber complexities [36], [47], [101]. In a broader context, this research extends the groundwork laid by [9], [12], [24]- [27], [29], [30], [34], [37], [42], [46], [48]- [50], [55]- [62], [64]- [65], [67], [68], [73]- [78], [80], [82], [86], [87],…”