Water Temperature Sensor for Arduino

That looks a better candidate. However, it still only says "waterproof". I had a waterproof watch when I was younger. I went swimming with it. It died. Waterproof doesn't always mean submersible.

The data sheet on that site is only for the sensor - there is no data on what depth it is guaranteed to. You'd want to know that first really.