The paper discusses some recent results of studying the spatiotemporal variability of nitrogen oxides in the troposphere and their role as chemically and optically active trace gaseous constituents of the atmosphere. It is underlined that a much greater attention must be paid to a systematic approach to planning appropriate observations and performing numerical simulation.