Pumping costs would not be higher due to depth. There is a whole lot of pressure at greater depths. That by itself can bring the water up. There might be a slight difference in density of warmer water over cooler water that could add to pumping costs.

But I agree with the first point: water warms up along the way unless they were to use insulated pipes like heat exchangers.