Pressure-temperature relationships are governed by the ideal gas law, indicating that for a given quantity of gas, as the temperature increases, pressure also increases if volume is kept constant. This relationship is crucial in understanding and predicting the behavior of gases in various physical and chemical processes, such as the workings of engines and weather systems.