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In high dimensions there are abundant coherent soliton excitations. From the known variable separation solutions for the generalized (2+1)-dimensional Nizhnik-Novikov-Veselov system, two kinds of new coherent structures in this system are obtained. Some interesting novel features of these structures are revealed.