The relationship between atmospheric pressure and altitude is characterized by a decrease in pressure as altitude increases. As one ascends from sea level, there are fewer air molecules, resulting in reduced pressure. This change affects breathing and physiological responses, leading to altitude sickness in some individuals. Understanding this relationship is vital for fields like aviation and high-altitude training.