  Using time-adaptive probabilistic shaped 64QAM driven by a simple SNR
prediction algorithm, we demonstrate $>$450 Gbps transmission over a 55-m
free-space optics link with enhanced resilience towards rainy weather
conditions. Through continuous measurement over 3-hours, we demonstrate
$\sim$40~Gbps average bit-rate gain over unsupervised fixed modulation.
