The cone of nonnegative polynomials is of fundamental importance in real algebraic geometry, but its facial structure is understood in very few cases. We initiate a systematic study of the facial structure of the cone of nonnegative polynomials on a smooth real projective curve . We show that there is a duality between its faces and totally real effective divisors on . This allows us to fully describe the face lattice in case has genus one. We compute the Carathéodory number of the dual moment cone for an elliptic normal curve , which measures the complexity of quadrature rules of measures supported on . Interestingly, the topology of the real locus of influences the Carathéodory number of . We apply our results to truncated moment problems on affine cubic curves, where we deduce sharp bounds on the flat extension degree.

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