Abstract. We revisit three results due to Morita expressing certain natural integral cohomology classes on the universal family of Riemann surfaces Cg , coming from the parallel symplectic form on the universal jacobian, in terms of the Euler class e and the Miller-Morita-Mumford class e 1 . Our discussion will be on the level of the natural 2-forms representing the relevant cohomology classes, and involves a comparison with other natural 2-forms representing e, e 1 induced by the Arakelov metric on the relative tangent bundle of Cg over Mg . A secondary object called ag occurs, which was discovered and studied by Kawazumi around 2008. We present alternative proofs of Kawazumi's (unpublished) results on the second variation of ag on Mg . Also we review some results that were previously obtained on the invariant ag , with a focus on its connection with Faltings's delta-invariant and Hain-Reed's beta-invariant.