According to the present invention a composite structure is provided comprising in intimate mixture essentially through the whole composite structure: peat fibers, peat particles, peat agglomerates or mixtures thereof, that have been obtained from horticultural peat by fractionation or by producing from peat fines; and polymer fibers, which composite structure has been heat- treated to bind the polymer fibers to each other and to stabilize the peat fibers, peat particles, peat agglomerates or mixtures thereof in place in the composite structure. In addition, a process is provided for the production of the composite structure.