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Some kind would, yes. The Earth is not in thermal equilibrium with its environment. The core is about 5700 K, and were it not for the Sun, the external environment temperature would be 2.725 K (the CMB temperature). The temperature gradient in the atmosphere is just an extension of the temperature gradient of the Earth as a whole. The gradient will cease to exist when the Earth's core finally cools to 2.725 K.