Yes. The water has been slowly getting lower over the years. The water level over many decades is marked at the boat ramps. Recent droughts have made it especially low however.
The meme is true, if you read the fact check. The "fact check" is for idiots (likely you) who might conclude more than is stated in the meme.
Oblig pic of potential 'new' machine