Indeed, there is a clear physical reason why this is the case — the
increase in
water vapour as surface air temperature rises causes a change in the moist - adiabatic lapse rate (the decrease of temperature with height) such that the surface to mid-tropospheric gradient decreases with
increasing temperature (i.e. it warms faster aloft).