I once covered the ponds about 20 years ago and made a rigged wooden frame and stapled heavy duty clear plastic to wooden frame. That was a long hard winter and that spring I discovered mold spores were everywhere under the water, on the liner and even on the fish!! Once I removed that plastic cover the bright sun burned away all the mold with no visible damage to fish.
This time I think I will be ok cause it should not be long hard winter, and if it gets really cold there won't be really any benifit to covering ponds as the ice and snow cover will be much more effective and this temporary cold frame will be useless after minus 20 Celsius for sure.
But if really cold weather does not come and if winter is very mild then the real benefits will be for the semi hardy plants.
I need to take the hanging nets down next week as leaves are mostly gone now. This weekend daytime temperature should reach plus 15 Celsius! That's like about 60 Fahrenheit.
I got some water lettuce still alive and green. Last night's snow is almost gone and sun is shining bright.