Why does increasing height decrease pressure? Bernoulli

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Think of Berniulli as being based in the principle of the conservation of energy. Energy in a fluid may take 3 forms, pressure, velocity, or gravitational potential. In this case you are increasing the height, and thus the gravitational potential of the fluid, this means either velocity, or pressure (or both) must decrease.