Reinhart came under the influence of the classicist German painters Asmus Jacob Carstens and Koch and became a conspicuous exponent of the historic landscape. Reinhart joint le cercle des peintres classiques allemands Asmus Jacob Carstens et Joseph Anton Koch et devient un peintre remarquable du paysage historique.