There is likely some partial melting of the aggregates, ahead of the more visible reduction in correlation coefficient, causing the ice particles at the surface to become more compact. A mix of fully melted liquid drops and partially melted ice particles is typically needed to produce the observed reductions in correlation coefficient within the melting layer.