For over two centuries, the esteemed mathematicians Gauss and Fourier conjectured that each real critical point of the rational function is associated with a pair of non-real zeros of the real polynomial . The conjecture remains unresolved. The real zeros of that are real multiple zero of are defined as the second kind of zeros of . In addition to the second kind of zeros, the other real zeros of are referred to as the first kind of zeros of . We demonstrate that the first kind of zeros of emerge from the intersection of root loci emitted from non-real zeros of , thereby providing a comprehensive geometric interpretation of their relationship. Moreover, each first kind of zero of is connected via root loci to a pair of conjugate non-real zeros of . This establishes the precise geometric relationship conjectured by Gauss and Fourier, fully resolving their original problem for first-kind zeros and completing a foundational chapter in polynomial theory. We have proven Gauss-Fourier conjecture about the first kind of zeros.

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